{
  "schemaVersion": "deck-intelligence.v1",
  "id": "019dd923-5efe-75c0-8e00-7a631962de13",
  "slug": "6b59e197ed10da8c",
  "title": "2024 Q4FY24 Investor Presentation",
  "subtitle": "GitLab",
  "author": "GitLab",
  "pageCount": 47,
  "kind": "consulting-deck",
  "orientation": "landscape",
  "aspectRatio": 1.777,
  "document": {
    "id": "019dd923-5efe-75c0-8e00-7a631962de13",
    "slug": "6b59e197ed10da8c",
    "title": "2024 Q4FY24 Investor Presentation",
    "rawTitle": "2024 Q4FY24 Investor Presentation",
    "authorId": "GitLab",
    "authorName": "GitLab",
    "authorDisplay": "GitLab",
    "kind": {
      "slug": "consulting-deck",
      "label": "Consulting deck"
    },
    "sourceType": {
      "slug": "strategy_consulting",
      "label": "Strategy consulting"
    },
    "fileName": "2024-Q4FY24-Investor-Presentation.pdf",
    "sourceUrl": null,
    "sourceDate": "2024-01-31 00:00:00",
    "presentationDate": null,
    "ingestedAt": "2026-04-27 02:45:15+00",
    "status": "ready",
    "pageCount": 47,
    "orientation": "landscape",
    "aspectRatio": 1.777,
    "targetCompany": null,
    "targetTicker": null,
    "metadata": {
      "local_root": "/tmp/legacy-images/6b59e197ed10da8c",
      "origin_corpus": "consulting"
    }
  },
  "coverage": {
    "pageCount": 47,
    "pagesIndexed": 47,
    "pagesWithImages": 47,
    "pagesWithMetadata": 47,
    "imageCoveragePct": 100,
    "metadataCoveragePct": 100,
    "componentCount": 249,
    "chartCount": 11,
    "metricSlides": 0,
    "toolMatches": 18,
    "documentToolMatches": 0,
    "frameworkMatches": 13,
    "arcMatches": 0,
    "beatMatches": 0,
    "loopMatches": 0,
    "patternMatches": 0,
    "storymakersMatch": false,
    "scoreAvailable": true,
    "reviewAvailable": true,
    "activistThesisAvailable": false,
    "pitchdeckMetadataAvailable": false,
    "pitchdeckProfileAvailable": false
  },
  "blocks": [],
  "matches": {
    "arcs": [],
    "beats": [],
    "loops": [],
    "tools": [
      {
        "tool": {
          "name": "Slide recipe: Cover",
          "slug": "cover-slide",
          "status": "active",
          "bestFor": null,
          "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3",
          "version": 1,
          "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65",
          "description": "The first ten seconds. Build it deliberately.",
          "familyLabel": "slide-recipe",
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "designer",
        "layer": "slide",
        "agents": [
          "designer"
        ],
        "matchId": "eedaf5f4-0045-408c-913e-6d443457775e",
        "evidence": "Investor Presentation title and logo",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 22:09:06.140237+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 1,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Action Titles",
          "slug": "action-titles",
          "status": "active",
          "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
          "version": 1,
          "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
          "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "ec71dd6a-e161-409d-a23e-14e44553eb46",
        "evidence": "While cutting costs.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 22:09:06.307999+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
        "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
        "cardinality": null,
        "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
      },
      {
        "tool": {
          "name": "Action Titles",
          "slug": "action-titles",
          "status": "active",
          "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
          "version": 1,
          "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
          "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "8c1bb0b0-5cf7-4999-9941-bc7a06735ce3",
        "evidence": "The slide title is an action title: 'The Solution'",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 22:09:14.222731+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 7,
        "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
        "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
        "cardinality": null,
        "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
      },
      {
        "tool": {
          "name": "2x2 matrix",
          "slug": "matrix-2x2",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8",
          "version": 1,
          "bodyDocId": null,
          "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "68f902a3-9b52-4243-9af6-839e96771828",
        "evidence": "Circular diagram showing 6 segments",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 22:09:14.291728+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 8,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Customer journey map",
          "slug": "customer-journey-map",
          "status": "active",
          "bestFor": null,
          "canonId": "019de52d-1b26-7499-98c8-1091acc836be",
          "version": 1,
          "bodyDocId": null,
          "description": null,
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "6abedf95-7ab9-49f9-a460-2ca1b5a814fb",
        "evidence": "Workflow path showing steps: Epics, Milestones, Issues, etc.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-07-16 22:09:14.360598+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 9,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Customer journey map",
          "slug": "customer-journey-map",
          "status": "active",
          "bestFor": null,
          "canonId": "019de52d-1b26-7499-98c8-1091acc836be",
          "version": 1,
          "bodyDocId": null,
          "description": null,
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "331edf53-c449-41a4-b3bc-8f7b3a47a980",
        "evidence": "Workflow process flow from Epics to Deploy",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-07-16 22:09:14.428467+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 10,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Audience Definition",
          "slug": "audience-definition",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756",
          "version": 1,
          "bodyDocId": null,
          "description": "Six key questions: Who are they? What do they know? What do they believe? What do they care about? What do they fear? What decisions can they make?",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "cbe16b37-a19f-4e49-8ddc-01f3fc75e131",
        "evidence": "The slide mentions 'organizations' and 'adoption rate of DevOps platforms', indicating a focus on defining the audience.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 22:09:15.64174+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 19,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "2x2 matrix",
          "slug": "matrix-2x2",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8",
          "version": 1,
          "bodyDocId": null,
          "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "40109c43-5c32-41fc-b8c4-102c46fb9275",
        "evidence": "The slide features a 2x2 matrix, specifically the Gartner Magic Quadrant.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 22:09:15.712698+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 20,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Chartjunk Elimination",
          "slug": "chartjunk-elimination",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-b49e-7453-ab01-b60f338eeda1",
          "version": 1,
          "bodyDocId": null,
          "description": "Remove decorative elements that don't convey data: 3D effects, shadows, unnecessary gridlines",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "db0da545-f003-4f68-8840-92bbf6fc3582",
        "evidence": "The Forrester Wave chart is presented in a clear and organized manner, with minimal chartjunk.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-07-16 22:09:15.780223+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 21,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Pyramid Principle",
          "slug": "pyramid-principle",
          "status": "active",
          "bestFor": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.",
          "canonId": "019dd956-7cbd-7219-a477-c871e2bc1aff",
          "version": 1,
          "bodyDocId": "88b6ac56-b880-46f9-8621-ef3491ab6235",
          "description": "Lead with the answer; group three to five MECE supports beneath it; recurse one level down. Top-down hierarchical structure for any document with a single recommendation.",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Architect",
        "layer": "slide",
        "agents": [
          "Architect"
        ],
        "matchId": "8d500117-3af8-41c8-a66a-21404b3ba469",
        "evidence": "The slide uses a pyramid segmentation of GTM strategy, indicating a hierarchical structure.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.",
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 22:09:15.847318+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 22,
        "whyItWorks": "Solves the two failure modes of expert communication at once: (1) the long climb where readers wait pages for the answer, and (2) logical mush from non-MECE groupings. Progressive disclosure lets a reader stop at any depth and get the right information.",
        "antipattern": "Chronological structure (\"what we did, what we found, what we conclude\") instead of logical hierarchy. Top-of-pyramid that is a topic (\"strategic options\") instead of an answer (\"pursue Option B because...\"). Non-MECE supports that overlap or fail to cover the universe.",
        "cardinality": null,
        "narrativePurpose": "Transfer conviction with minimum reader effort by mirroring how decision-makers consume information: answer first, scaffolding behind."
      },
      {
        "tool": {
          "name": "Customer journey map",
          "slug": "customer-journey-map",
          "status": "active",
          "bestFor": null,
          "canonId": "019de52d-1b26-7499-98c8-1091acc836be",
          "version": 1,
          "bodyDocId": null,
          "description": null,
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "8c6ed173-23a3-4f57-b658-5e970246f51b",
        "evidence": "The slide illustrates a 'Land and expand model' with a diagram/process showing the customer journey.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-07-16 22:09:15.915278+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 23,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Market Segmentation Pyramid",
          "slug": "market-segmentation-pyramid",
          "status": "active",
          "bestFor": null,
          "canonId": "1c9f3543-c96f-4a5b-b4a4-9b2a412c0aaf",
          "version": 1,
          "bodyDocId": null,
          "description": null,
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "5b45e074-e2da-48bd-88bc-602a5d521ab3",
        "evidence": "The slide lists various partners, indicating a market segmentation strategy.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 22:09:15.983629+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 24,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "List presentation",
          "slug": "list-presentation",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1",
          "version": 1,
          "bodyDocId": null,
          "description": "Bulleted, numbered, or checklist enumerations.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "d9f4da7c-6efe-426c-851b-674db2c16d06",
        "evidence": "The slide lists various SKUs with their features and prices.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 22:09:16.085242+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 26,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Section divider",
          "slug": "section-divider",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4c66-707d-8d1f-6e14547134c7",
          "version": 1,
          "bodyDocId": null,
          "description": "A transitional slide marking the start of a new section.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "1f1e6710-6c80-4b52-ab72-e178c49246f2",
        "evidence": "The slide is titled 'Our Customers' and features a section divider.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 22:09:16.155077+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 27,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Table data",
          "slug": "table-data",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d",
          "version": 1,
          "bodyDocId": null,
          "description": "Tabular layouts of structured data.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "14756491-7831-4019-8c62-65fbe6fdf9aa",
        "evidence": "table/data: GAAP Operating Loss, Stock-based Compensation Expense, Amortization of Intangible Assets, Restructuring Charges, Charitable Donation of Common Stock, Change in Fair Value of Acquisition Related Contingent Con",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 22:09:07.461261+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 43,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Table data",
          "slug": "table-data",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d",
          "version": 1,
          "bodyDocId": null,
          "description": "Tabular layouts of structured data.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "01c9c998-cb69-48f5-917d-27fa53f5e5c5",
        "evidence": "table/data: Reconciliation table with rows for GAAP adjustments and columns for FY2023, FY2024, Q4 FY2023, and Q4 FY2024.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 22:09:07.528526+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 44,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Table data",
          "slug": "table-data",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d",
          "version": 1,
          "bodyDocId": null,
          "description": "Tabular layouts of structured data.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "e48481f1-cb00-4f5d-9852-15f04355a926",
        "evidence": "table/data: Net Cash Provided by / (Used in) Operating Activities, Purchases of Property and Equipment, Free Cash Flow",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 22:09:07.597523+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 45,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "List presentation",
          "slug": "list-presentation",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1",
          "version": 1,
          "bodyDocId": null,
          "description": "Bulleted, numbered, or checklist enumerations.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "c838d17c-e560-4a9f-9341-4ff7f6a46373",
        "evidence": "list/bullet: Customer: a single organization with separate subsidiaries, segments, or divisions that use The one DevOps Platform is considered a single customer for determining each organization’s ARR.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 22:09:07.699472+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 47,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      }
    ],
    "frameworks": [
      {
        "matchId": "4686249e-fa73-43cf-8758-5f81b27d93b0",
        "evidence": "Central node connected to multiple peripheral tool nodes",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 17:14:04.985+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "frameworkName": "hub-spoke"
      },
      {
        "matchId": "49bc0d86-f32c-41f8-a665-48ad9578ecb3",
        "evidence": "The diagram maps the stages of software delivery as a sequential value stream.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 17:14:05.651+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 7,
        "frameworkName": "value-chain"
      },
      {
        "matchId": "378e1587-9c82-4b5d-908d-7ced50feba5b",
        "evidence": "The slide explicitly mentions 'software development lifecycle' and maps AI-assisted workflows to its stages.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 17:14:09.513+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 8,
        "frameworkName": "Software Development Lifecycle"
      },
      {
        "matchId": "f52e176d-9e3e-4482-aa52-b2ae469bcb4a",
        "evidence": "Visualizes the end-to-end process flow for a user/team.",
        "framework": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-05-02 17:14:07.182+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 9,
        "frameworkName": "customer-journey-map"
      },
      {
        "matchId": "51cb8e33-c588-4919-9e5a-9f957f48fda3",
        "evidence": "The slide maps the software development process as a journey from planning to deployment.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 17:14:08.306+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 10,
        "frameworkName": "customer-journey-map"
      },
      {
        "matchId": "0c28f58d-fbf4-44f9-9bf8-794d61ec2f1f",
        "evidence": "The slide explicitly lists 'DORA metrics' (Deployment Frequency, Lead Time for Changes, Time to Restore Service, Change Failure Rate).",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 17:14:06.458+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 13,
        "frameworkName": "DORA metrics"
      },
      {
        "matchId": "fd77f81d-a444-4f77-8df3-01fc447c65f3",
        "evidence": "The slide organizes product features into a sequential lifecycle process (Plan through Govern).",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 17:14:07.149+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 15,
        "frameworkName": "value-chain"
      },
      {
        "matchId": "e4226152-dc22-4d64-9463-85abd6e71189",
        "evidence": "The slide maps product features across the sequential stages of the DevSecOps lifecycle.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 17:14:06.997+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 16,
        "frameworkName": "value-chain"
      },
      {
        "matchId": "d1f3e083-79e7-4652-9ab0-fd205f84eebc",
        "evidence": "Gartner Magic Quadrant visual layout",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 17:14:07.075+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 20,
        "frameworkName": "matrix-2x2"
      },
      {
        "matchId": "673d202c-4897-489e-89a0-8ed19943e938",
        "evidence": "The slide explicitly references and displays a Forrester Wave chart.",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 17:14:07.498+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 21,
        "frameworkName": "Forrester Wave"
      },
      {
        "matchId": "f656a1d6-c57e-47e4-b7dd-28fb26de7d3c",
        "evidence": "Pyramid structure used to segment GTM motions by customer size",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 17:14:07.379+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 22,
        "frameworkName": "market-segmentation-pyramid"
      },
      {
        "matchId": "c6390a9e-3ab6-46e4-91bf-23788d277b31",
        "evidence": "The slide explicitly labels the model as 'Land and expand model' and illustrates the progression of adoption.",
        "framework": null,
        "confidence": 1,
        "extraction": {
          "at": "2026-05-02 17:14:09.756+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 23,
        "frameworkName": "land-and-expand"
      },
      {
        "matchId": "fe1799d5-eae0-4a11-8140-05bb7b7993c1",
        "evidence": "Categorization of partners into functional groups with representative logos",
        "framework": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-05-02 17:14:12.411+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 24,
        "frameworkName": "ecosystem-mapping"
      }
    ],
    "patterns": []
  },
  "storymakers": null,
  "score": {
    "backend": "claude",
    "scoredAt": "2026-05-02 13:24:04.522+00",
    "subScores": {
      "scqa_arc": 73,
      "action_titles": 62,
      "mece_structure": 65,
      "closing_strength": 48,
      "evidence_quality": 82,
      "clarity_of_thesis": 78,
      "production_quality": 70,
      "visual_storytelling": 74
    },
    "totalScore": 69,
    "coveragePct": 100,
    "explanations": {
      "scqa_arc": "Strong S->C->A on slides 4-7 (mandate -> tool sprawl complication -> GitLab platform answer), but the post-answer flow (market -> customers -> financials) is investor-deck convention rather than a sustained narrative arc.",
      "action_titles": "Roughly half are insight-bearing (e.g., slide 33 'Strong Momentum at Scale', slide 14 'Significant ROI and short payback period'), but section dividers (17, 27, 31), the executive summary (3 'GitLab at a Glance'), and all GAAP reconciliation slides (39-45) revert to topic labels.",
      "mece_structure": "Three named sections (Market, Customers, Financials) are clean, but the unsectioned front block (slides 3-16) mixes snapshot, problem, solution, and ROI with notable overlap between slides 9 and 10 (same workflow diagram).",
      "closing_strength": "The narrative trails off - after Financial Outlook (38) the deck dumps 7 GAAP reconciliation tables and a glossary (39-47) with no recommendation, summary, or explicit investor ask to close on.",
      "evidence_quality": "Claims are well-substantiated: Forrester TEI 427% ROI (14), Gartner 75% projection (19), Magic Quadrant (20), Forrester Wave (21), named customer testimonials with metrics (29, 30), and 8-quarter financial trendlines (33-36).",
      "clarity_of_thesis": "The declarative thesis lands by slide 4 ('Every company must be great at developing, securing, and deploying software. While cutting costs.') and resolves on slide 7 ('GitLab is the most comprehensive AI-powered DevSecOps platform').",
      "production_quality": "Consistent dark-theme branding, disciplined footnotes on financial slides, recurring DevSecOps-lifecycle framework, but action-title density is uneven (~50%) and the 6 near-identical reconciliation tables (39-45) inflate length without storytelling value.",
      "visual_storytelling": "Tools generally fit the message - spaghetti diagram for sprawl (6), 2x2 matrix for analyst position (20), bar charts for quarterly trends (33-36), big numbers for TAM (18) - though slide 19 is flagged as overcrowded."
    },
    "slidesAnalyzed": 47
  },
  "review": {
    "backend": null,
    "verdict": "This is a solid corporate investor deck with a competent S-C-A proof spine, but only a mid-tier Storymakers exemplar because the pillars and close do not convert the evidence into a crisp decision narrative.",
    "reviewedAt": "2026-05-01 21:56:21.618+00",
    "slidesSeen": 47,
    "suggestions": [
      "Add a one-slide investment thesis immediately after the disclaimer or replace slide 3 with a lead-answer summary linking market tailwinds, platform differentiation, customer proof, and operating leverage.",
      "Rewrite section dividers as MECE claims, for example: The market is consolidating toward DevSecOps platforms, Customers validate consolidation value, and Scale is compounding with improving efficiency.",
      "Sharpen generic titles into insight-bearing claims: replace Strong Momentum at Scale with the exact growth and scale message from slide 33 and Financial Outlook with the FY25 implication.",
      "Insert a final synthesis before reconciliations with three to four takeaways plus the investor action or management message for the next quarter or year."
    ],
    "closingScore": 38,
    "openingScore": 74,
    "topStrengths": [
      "Slides 4-7 create a clean problem-solution hinge: enterprise software must get faster and cheaper, tool sprawl is the problem, and GitLab is positioned as the comprehensive AI-powered platform.",
      "Slides 11-14 turn solution claims into product and ROI evidence rather than staying abstract.",
      "Slides 18-26 broaden the case from product to market, category validation, GTM, pricing, and SKU expansion."
    ],
    "topWeaknesses": [
      "Slide 3 opens with metrics before a thesis, so the first three slides do not clearly state the answer.",
      "Section dividers on slides 17, 27, and 31 are topic labels rather than argument-bearing pillars.",
      "Slides 39-47 drain momentum with reconciliation and appendix content and no closing synthesis."
    ],
    "narrativeScore": 70,
    "pillarCritique": "The section dividers are useful navigation but mostly topic dumps: Our Market Opportunity on slide 17, Our Customers on slide 27, and Financial Highlights on slide 31. They are not framed as MECE proof pillars of a single investment thesis, so the audience has to infer the logic across market, traction, and financial quality.",
    "closingCritique": "The main story effectively ends around slides 37-38 with tailwinds and FY25 outlook, then slides 39-47 move into reconciliations and appendix material. There is no explicit recommendation, investor takeaway, or memorable closing synthesis.",
    "openingCritique": "The first five slides establish stakes quickly, especially slide 4's mandate to develop, secure, and deploy software while cutting costs and slide 5's complexity proof. It does not lead with the answer in the first three slides because slide 3 is a KPI snapshot and the explicit solution claim waits until slide 7.",
    "extractionSeconds": 104.117,
    "narrativeCritique": "The deck has a recognizable setup -> tension -> analysis/proof arc: GitLab scale and mandate on slides 3-4, DevSecOps complexity on slides 5-6, platform and AI proof on slides 7-16, then market, customer, and financial evidence on slides 18-38. The missing act is resolution: there is no final investment thesis, decision ask, or synthesized why-now/why-GitLab close before the reconciliation appendix.",
    "titleQualityScore": 62,
    "titleQualityCritique": "Some titles are claim-like, such as slide 7, GitLab is the most comprehensive AI-powered DevSecOps platform, and slide 19's platform-adoption forecast. Many others are broad labels or promotional claims, such as slide 18, Large and high growth market opportunity, slide 33, Strong Momentum at Scale, and repeated GAAP to Non-GAAP Reconciliation titles on slides 39-45."
  },
  "activistThesis": null,
  "pitchdeck": {
    "metadata": null,
    "profile": null
  },
  "slides": [
    {
      "page": 1,
      "type": "setup",
      "function": "front_matter",
      "imagePath": "https://imgproxy.kitesheet.com/SfFIOZcimCdOJEswl2rPC7NZxHi7hY0olNO8injGgOw/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy82YjU5ZTE5N2VkMTBkYThjL3AwMDEuanBn",
      "rawType": "cover",
      "block": null,
      "metadata": {
        "slideType": "cover",
        "slideTypeCanon": {
          "name": "Cover",
          "slug": "cover",
          "status": "active",
          "canonId": "019de52d-05f2-729d-9f93-e0504f0a2410",
          "version": 1,
          "description": null
        },
        "function": "front_matter",
        "functionCanon": {
          "name": "Front matter",
          "slug": "front_matter",
          "status": "active",
          "canonId": "019de52d-133d-73f0-9e26-201eda96b098",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 7,
        "componentCount": 3,
        "textChars": 58,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "headline_text",
          "subtitle_text",
          "logo_grid"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:04.116+00",
          "seconds": 1.835,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/1",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-1",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.05,
            "w": 0.1,
            "x": 0.05,
            "y": 0.85
          },
          "kind": "image",
          "text": "GitLab",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Logo",
              "slug": "logo",
              "status": "active",
              "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "logo",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:04.116+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ba8eac46-08df-4f55-a0b2-bc385b376fa1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.4,
            "x": 0.05,
            "y": 0.45
          },
          "kind": "title",
          "text": "Investor Presentation",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:04.116+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4e826da2-a9c2-4588-8274-a6aede4e21ca",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.3,
            "x": 0.05,
            "y": 0.55
          },
          "kind": "title",
          "text": "Fourth Quarter Fiscal Year 2024",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Subtitle",
              "slug": "subtitle",
              "status": "active",
              "canonId": "019de52c-fb09-739d-900c-815b0d9ac526",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "subtitle",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:04.116+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1bee1697-7465-4c7d-81d9-3217c23ecd96",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Slide recipe: Cover",
            "slug": "cover-slide",
            "status": "active",
            "bestFor": null,
            "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3",
            "version": 1,
            "bodyDocId": "019df269-29e5-7738-b5fa-6892e5dc8e65",
            "description": "The first ten seconds. Build it deliberately.",
            "familyLabel": "slide-recipe",
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "designer",
          "layer": "slide",
          "agents": [
            "designer"
          ],
          "matchId": "eedaf5f4-0045-408c-913e-6d443457775e",
          "evidence": "Investor Presentation title and logo",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 22:09:06.140237+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 1,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "thumbSrc": "https://imgproxy.kitesheet.com/Lx6ysihlctvUmyYlOrpSg4TY0M8LHGMmTI_yQuJHuTk/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy82YjU5ZTE5N2VkMTBkYThjL3AwMDEuanBn",
      "imagePathAlt": "https://imgproxy.kitesheet.com/azANTzr-o9XpA1vbMTaiaPcWWH6nkph2_ReU0RvBjxA/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy82YjU5ZTE5N2VkMTBkYThjL3AwMDEucG5n",
      "thumbSrcAlt": "https://imgproxy.kitesheet.com/ljUCBsJ0_sNWR-uBCzxWoEVznChs2bQtiNFiweboCG4/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy82YjU5ZTE5N2VkMTBkYThjL3AwMDEucG5n"
    },
    {
      "page": 2,
      "type": "setup",
      "function": "other",
      "rawType": "disclaimer",
      "block": null,
      "metadata": {
        "slideType": "disclaimer",
        "slideTypeCanon": {
          "name": "Disclaimer",
          "slug": "disclaimer",
          "status": "active",
          "canonId": "019de52d-0801-727b-b98a-5ed095aeee78",
          "version": 1,
          "description": null
        },
        "function": "other",
        "functionCanon": {
          "name": "Other (fallback)",
          "slug": "other",
          "status": "active",
          "canonId": "019de52d-15e1-75bc-99dc-07732380e2ce",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 10,
        "componentCount": 1,
        "textChars": 251,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:04.386+00",
          "seconds": 2.033,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/2",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-2",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.744,
            "w": 0.786,
            "x": 0.107,
            "y": 0.128
          },
          "kind": "disclaimer",
          "text": "This presentation contains “forward-looking statements” within the meaning of the safe harbor provisions of the Private Securities Litigation Reform Act of 1995. All statements other than statements of historical fact are forward-looking statements...",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:04.386+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "46467585-7374-4aa0-aa27-42e384eb6eaa",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 3,
      "type": "analysis",
      "title": "The slide presents 8 core business metrics including customer counts, revenue, margins, and retention rates.",
      "function": "summarize",
      "rawType": "kpi_dashboard",
      "block": null,
      "metadata": {
        "slideType": "kpi_dashboard",
        "slideTypeCanon": {
          "name": "KPI dashboard",
          "slug": "kpi_dashboard",
          "status": "active",
          "canonId": "019de52d-0be5-7295-af4d-b850fe7b7e65",
          "version": 1,
          "description": null
        },
        "function": "summarize",
        "functionCanon": {
          "name": "Summarize",
          "slug": "summarize",
          "status": "active",
          "canonId": "019de52d-1541-704f-b86f-bf7b75056373",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 72,
        "componentCount": 11,
        "textChars": 419,
        "nDataPoints": 8,
        "notes": "The slide presents 8 core business metrics including customer counts, revenue, margins, and retention rates.",
        "elementsJson": [
          "headline_text",
          "big_number",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:10.294+00",
          "seconds": 7.914,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/3",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-3",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.05,
            "w": 0.45,
            "x": 0.05,
            "y": 0.88
          },
          "kind": "disclaimer",
          "text": "Note: Figures as of the three months ended January 31, 2024 (Q4 FY24) unless otherwise noted. Definitions and reconciliations with most directly comparable GAAP figure can be found in the Appendix.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:10.294+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8e732885-1d47-4492-b62d-8b574a7e452b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.18,
            "x": 0.74,
            "y": 0.37
          },
          "kind": "metric",
          "text": "$655M Run-Rate Revenue",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:10.294+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2d2306d0-6dea-4884-baa9-1d82efb0ac8f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.18,
            "x": 0.05,
            "y": 0.59
          },
          "kind": "metric",
          "text": "92% Non-GAAP Gross Margin",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:10.294+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3d3cbec2-f5f2-494c-88b2-752cd0b78969",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.18,
            "x": 0.51,
            "y": 0.59
          },
          "kind": "metric",
          "text": "33% YOY Run-Rate Revenue Growth",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:10.294+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4410516e-df80-41fd-ad38-3a5147b6fb1c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.18,
            "x": 0.05,
            "y": 0.37
          },
          "kind": "metric",
          "text": "8,602 Base Customers",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:10.294+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "644c8078-9d4f-441c-88c3-1ebdd956535d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.18,
            "x": 0.74,
            "y": 0.59
          },
          "kind": "metric",
          "text": "1 Platform",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:10.294+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "68c75943-27de-4291-a9dd-321a4e2b256c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.18,
            "x": 0.28,
            "y": 0.37
          },
          "kind": "metric",
          "text": "955 >$100K Customers",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:10.294+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "82b777db-e50c-42f4-af67-577be6047bd2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.18,
            "x": 0.28,
            "y": 0.59
          },
          "kind": "metric",
          "text": "130% Dollar-Based Net Retention Rate",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:10.294+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b8b508bd-b502-4bfa-bbb4-5502cced0d68",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.18,
            "x": 0.51,
            "y": 0.37
          },
          "kind": "metric",
          "text": "96 >$1M Customers",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:10.294+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e5d98121-c7e2-46d0-8e39-c53657644aef",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Run-Rate Revenue: $655M",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:34+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90eb-47debb860661",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.25,
            "x": 0.04,
            "y": 0.14
          },
          "kind": "title",
          "text": "GitLab at a Glance",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:10.294+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "03e7d565-ca38-4f77-97d1-42e888dc1178",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 4,
      "type": "setup",
      "title": "The slide uses a visual metaphor of a person looking at a complex software development lifecycle diagram on a chalkboard.",
      "function": "establish_context",
      "rawType": "thesis_headline",
      "block": null,
      "metadata": {
        "slideType": "thesis_headline",
        "slideTypeCanon": {
          "name": "Thesis headline",
          "slug": "thesis_headline",
          "status": "active",
          "canonId": "019de52d-073a-70cb-b9f6-772a597bb5af",
          "version": 1,
          "description": null
        },
        "function": "establish_context",
        "functionCanon": {
          "name": "Establish context",
          "slug": "establish_context",
          "status": "active",
          "canonId": "019de52d-1314-74e6-9074-d213dc0bdcdf",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 19,
        "componentCount": 4,
        "textChars": 268,
        "nDataPoints": 0,
        "notes": "The slide uses a visual metaphor of a person looking at a complex software development lifecycle diagram on a chalkboard.",
        "elementsJson": [
          "headline_text",
          "photo",
          "infographic"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:07.371+00",
          "seconds": 4.898,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/4",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-4",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Every company must be great at developing, securing, and deploying software. While cutting costs.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:33+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90ea-7643df5e0642",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 1,
            "w": 0.52,
            "x": 0.48,
            "y": 0
          },
          "kind": "image",
          "text": "Person looking at a chalkboard with software development lifecycle diagrams",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Photo",
              "slug": "photo",
              "status": "active",
              "canonId": "019de52c-fd37-757f-b4a8-ca26d4888875",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "photo",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.371+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b6786471-65ec-4552-85bd-07e491a6e923",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.3,
            "x": 0.05,
            "y": 0.6
          },
          "kind": "title",
          "text": "While cutting costs.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Action title",
              "slug": "action-title",
              "status": "active",
              "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "action-title",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.371+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f3cce9b5-9dfd-4697-a690-3a251fde7ac0",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.4,
            "x": 0.05,
            "y": 0.3
          },
          "kind": "title",
          "text": "Every company must be great at developing, securing, and deploying software.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.371+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d045f0c9-1a66-42e6-911b-8893679f7bfb",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Action Titles",
            "slug": "action-titles",
            "status": "active",
            "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
            "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
            "version": 1,
            "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
            "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "ec71dd6a-e161-409d-a23e-14e44553eb46",
          "evidence": "While cutting costs.",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:09:06.307999+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        }
      ],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 5,
      "type": "tension",
      "function": "frame_problem",
      "rawType": "problem_statement",
      "block": null,
      "metadata": {
        "slideType": "problem_statement",
        "slideTypeCanon": {
          "name": "Problem statement",
          "slug": "problem_statement",
          "status": "active",
          "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4",
          "version": 1,
          "description": null
        },
        "function": "frame_problem",
        "functionCanon": {
          "name": "Frame problem",
          "slug": "frame_problem",
          "status": "active",
          "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 61,
        "componentCount": 9,
        "textChars": 318,
        "nDataPoints": 3,
        "notes": null,
        "elementsJson": [
          "headline_text",
          "big_number",
          "paragraph",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:05.702+00",
          "seconds": 3.151,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/5",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-5",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.1,
            "w": 0.15,
            "x": 0.44,
            "y": 0.35
          },
          "kind": "metric",
          "text": "66%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:05.702+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1808b170-1388-4897-b570-df0bd39be819",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.3,
            "x": 0.048,
            "y": 0.35
          },
          "kind": "metric",
          "text": "69%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:05.702+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1c8553d1-884a-427b-84cc-ed11b8f328c4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.15,
            "x": 0.44,
            "y": 0.55
          },
          "kind": "metric",
          "text": "84%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:05.702+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7e6a222e-ad79-409e-ad67-ff9990886aac",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Developer time spent on maintenance: 69%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:33+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90ea-9f3b6b7311dc",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.2,
            "x": 0.59,
            "y": 0.56
          },
          "kind": "paragraph",
          "text": "of organizations are using between 2-10 DevOps tools",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:05.702+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "63db21d1-817e-4fea-85ea-c23a247b2109",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.3,
            "x": 0.048,
            "y": 0.6
          },
          "kind": "paragraph",
          "text": "of developers spend at least a quarter of their time maintaining and integrating toolchains",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:05.702+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "68cbe21f-0276-4b00-81c2-ee35f85e61f3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.2,
            "x": 0.59,
            "y": 0.36
          },
          "kind": "paragraph",
          "text": "of organizations would like to consolidate their toolchains",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:05.702+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "aa98b532-f226-4bc7-a228-e0105bff66a7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.2,
            "x": 0.05,
            "y": 0.8
          },
          "kind": "source-note",
          "text": "Source: GitLab 2023 DevSecOps Report",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:05.702+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d4531eeb-dc21-4dd0-92ca-9f3d1dbee62d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.45,
            "x": 0.048,
            "y": 0.09
          },
          "kind": "title",
          "text": "Growing complexity in DevSecOps",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:05.702+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f7fb5e8c-cf81-47bc-9a31-d658deaba4c4",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 6,
      "type": "tension",
      "title": "Uses a hub-and-spoke diagram to illustrate tool sprawl and integration complexity.",
      "function": "frame_problem",
      "rawType": "problem_statement",
      "block": null,
      "metadata": {
        "slideType": "problem_statement",
        "slideTypeCanon": {
          "name": "Problem statement",
          "slug": "problem_statement",
          "status": "active",
          "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4",
          "version": 1,
          "description": null
        },
        "function": "frame_problem",
        "functionCanon": {
          "name": "Frame problem",
          "slug": "frame_problem",
          "status": "active",
          "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 17,
        "componentCount": 4,
        "textChars": 213,
        "nDataPoints": 0,
        "notes": "Uses a hub-and-spoke diagram to illustrate tool sprawl and integration complexity.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "process_diagram"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:04.985+00",
          "seconds": 2.36,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/6",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-6",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Most environments today look like this...",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:35+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90ec-19688de2102e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.75,
            "w": 0.43,
            "x": 0.515,
            "y": 0.12
          },
          "kind": "diagram",
          "text": "Complex network of integrated tools including GitHub, BitBucket, Jenkins, Jfrog, Datadog, Jira, Synopsys, and Digital.ai",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Diagram",
              "slug": "diagram",
              "status": "active",
              "canonId": "019de52c-f9f0-734a-81de-15382ff28c65",
              "version": 1,
              "description": "Schematic or relational diagram."
            },
            "tool": null,
            "subkind": {
              "name": "Hub and spoke",
              "slug": "hub-spoke",
              "status": "active",
              "canonId": "019de52d-04db-73e6-81ca-a234f2f23fc1",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "hub-spoke",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:04.985+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0bdeea41-11e8-404b-a0be-a50314522056",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.4,
            "x": 0.04,
            "y": 0.5
          },
          "kind": "paragraph",
          "text": "Most environments today look like this...",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:04.985+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a2842cae-d08f-47f9-b54a-addffb8060e8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.25,
            "x": 0.04,
            "y": 0.42
          },
          "kind": "title",
          "text": "The Problem",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:04.985+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "cab5d880-c536-4db5-a7ac-04b8c4d48c6b",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "4686249e-fa73-43cf-8758-5f81b27d93b0",
          "evidence": "Central node connected to multiple peripheral tool nodes",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 17:14:04.985+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 6,
          "frameworkName": "hub-spoke"
        }
      ],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 7,
      "type": "setup",
      "title": "The slide uses a value-chain style layout to represent the software development lifecycle.",
      "function": "present_solution",
      "rawType": "recommendation",
      "block": null,
      "metadata": {
        "slideType": "recommendation",
        "slideTypeCanon": {
          "name": "Recommendation",
          "slug": "recommendation",
          "status": "active",
          "canonId": "019de52d-0c35-718b-8bbb-772a56a31ecd",
          "version": 1,
          "description": null
        },
        "function": "present_solution",
        "functionCanon": {
          "name": "Present solution",
          "slug": "present_solution",
          "status": "active",
          "canonId": "019de52d-15b8-71da-bd23-2b767850cbce",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 15,
        "componentCount": 4,
        "textChars": 166,
        "nDataPoints": 0,
        "notes": "The slide uses a value-chain style layout to represent the software development lifecycle.",
        "elementsJson": [
          "headline_text",
          "process_diagram",
          "icon_grid"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:05.651+00",
          "seconds": 2.633,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/7",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-7",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "GitLab is the most comprehensive AI-powered DevSecOps platform",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:33+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90ea-f65b8f301168",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.9,
            "x": 0.05,
            "y": 0.275
          },
          "kind": "framework",
          "text": "Software Delivery Value Stream",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Framework",
              "slug": "framework",
              "status": "active",
              "canonId": "019de52c-fa18-77c6-b10a-ccb8277ac0fa",
              "version": 1,
              "description": "Named conceptual framework instance."
            },
            "tool": null,
            "subkind": {
              "name": "Framework instance",
              "slug": "instance",
              "status": "active",
              "canonId": "019de52d-05a2-72af-be0b-7edc60708a03",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "instance",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:05.651+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "74e26e9f-5720-4900-bbd0-11f6e7245712",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.86,
            "x": 0.04,
            "y": 0.17
          },
          "kind": "title",
          "text": "GitLab is the most comprehensive AI-powered DevSecOps platform",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Action title",
              "slug": "action-title",
              "status": "active",
              "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "action-title",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:05.651+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "11caa197-3b4b-46b2-a373-635a3793b4a2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.26,
            "x": 0.04,
            "y": 0.08
          },
          "kind": "title",
          "text": "The Solution",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:05.651+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7fd2184e-d4fe-4aa8-8cf5-caf52ccb9859",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Action Titles",
            "slug": "action-titles",
            "status": "active",
            "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
            "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc",
            "version": 1,
            "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841",
            "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "8c1bb0b0-5cf7-4999-9941-bc7a06735ce3",
          "evidence": "The slide title is an action title: 'The Solution'",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.",
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 22:09:14.222731+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 7,
          "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.",
          "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex."
        }
      ],
      "frameworks": [
        {
          "matchId": "49bc0d86-f32c-41f8-a665-48ad9578ecb3",
          "evidence": "The diagram maps the stages of software delivery as a sequential value stream.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 17:14:05.651+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 7,
          "frameworkName": "value-chain"
        }
      ],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 8,
      "type": "analysis",
      "title": "The central diagram is a circular process map showing six key areas of improvement: planning, coding, security, documentation, testing, and onboarding.",
      "function": "present_framework",
      "rawType": "market_landscape",
      "block": null,
      "metadata": {
        "slideType": "market_landscape",
        "slideTypeCanon": {
          "name": "Market landscape",
          "slug": "market_landscape",
          "status": "active",
          "canonId": "019de52d-0b6d-75db-a946-9ac362e3afc2",
          "version": 1,
          "description": null
        },
        "function": "present_framework",
        "functionCanon": {
          "name": "Present framework",
          "slug": "present_framework",
          "status": "active",
          "canonId": "019de52d-1403-7667-9100-d2ac6709f750",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 62,
        "componentCount": 8,
        "textChars": 460,
        "nDataPoints": 2,
        "notes": "The central diagram is a circular process map showing six key areas of improvement: planning, coding, security, documentation, testing, and onboarding.",
        "elementsJson": [
          "headline_text",
          "action_title",
          "bullet_list",
          "pie_chart",
          "big_number"
        ],
        "confidence": 0.95,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:09.513+00",
          "seconds": 6.434,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/8",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-8",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "75% Time spent on all other tasks",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 14:24:18+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-8f6f-70ec-b4a8-88a21b3cacec",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.7,
            "w": 0.4,
            "x": 0.5,
            "y": 0.15
          },
          "kind": "chart",
          "text": "Circular diagram showing 6 segments: Improved planning, Faster coding, Improved security, Better documentation, Automated testing, Faster onboarding",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Pie chart",
              "slug": "pie",
              "status": "active",
              "canonId": "019de52c-ffdb-71bb-a800-5c5ab9f1c373",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "pie",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.513+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ce801de9-665e-4eaa-80c0-5f82d5a109c0",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.35,
            "x": 0.05,
            "y": 0.35
          },
          "kind": "list",
          "text": "Throughout the software development lifecycle\nPrivacy and transparency first\nBest-in-class models",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.513+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d60c7953-2a21-4f0f-a726-85adf6cd9768",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.1,
            "x": 0.85,
            "y": 0.12
          },
          "kind": "metric",
          "text": "25% Time spent coding",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.513+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "65ce275c-1dbc-4a88-909f-c8b14c2b33a2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.15,
            "x": 0.5,
            "y": 0.75
          },
          "kind": "metric",
          "text": "75% Time spent on all other tasks",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.513+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "cb7ba235-fb13-4ed8-9541-7eb2a7aefeb1",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Time allocation: 75%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 14:24:18+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-8f6f-70ec-b4a8-8df6b14a88e6",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.2,
            "x": 0.5,
            "y": 0.95
          },
          "kind": "source-note",
          "text": "Source: GitLab 2023 DevSecOps Report",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.513+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4c1b239b-cda3-405f-a3c2-dd5de93e1852",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.4,
            "x": 0.05,
            "y": 0.1
          },
          "kind": "title",
          "text": "AI-assisted workflows for everyone in the software development lifecycle",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.513+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5644b91e-27b6-4dcc-8994-c511a5af3ba4",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "2x2 matrix",
            "slug": "matrix-2x2",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8",
            "version": 1,
            "bodyDocId": null,
            "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "68f902a3-9b52-4243-9af6-839e96771828",
          "evidence": "Circular diagram showing 6 segments",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:09:14.291728+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 8,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "378e1587-9c82-4b5d-908d-7ced50feba5b",
          "evidence": "The slide explicitly mentions 'software development lifecycle' and maps AI-assisted workflows to its stages.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 17:14:09.513+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 8,
          "frameworkName": "Software Development Lifecycle"
        }
      ],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 9,
      "type": "setup",
      "title": "The slide uses a continuous path diagram to illustrate a unified DevOps workflow.",
      "function": "present_solution",
      "rawType": "customer_journey",
      "block": null,
      "metadata": {
        "slideType": "customer_journey",
        "slideTypeCanon": {
          "name": "Customer journey",
          "slug": "customer_journey",
          "status": "active",
          "canonId": "019de52d-0966-70ce-afe3-bc7c98ffc8c9",
          "version": 1,
          "description": null
        },
        "function": "present_solution",
        "functionCanon": {
          "name": "Present solution",
          "slug": "present_solution",
          "status": "active",
          "canonId": "019de52d-15b8-71da-bd23-2b767850cbce",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 11,
        "componentCount": 2,
        "textChars": 261,
        "nDataPoints": 0,
        "notes": "The slide uses a continuous path diagram to illustrate a unified DevOps workflow.",
        "elementsJson": [
          "process_diagram"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:07.182+00",
          "seconds": 3.916,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/9",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-9",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.6,
            "w": 0.9,
            "x": 0.05,
            "y": 0.3
          },
          "kind": "diagram",
          "text": "Workflow path showing steps: Epics, Milestones, Issues, Assign Issue, Create a merge request, Push Code, Automated Test, Scan, Collaboration & review, Approval, Merge Accepted, Release, Deploy",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Diagram",
              "slug": "diagram",
              "status": "active",
              "canonId": "019de52c-f9f0-734a-81de-15382ff28c65",
              "version": 1,
              "description": "Schematic or relational diagram."
            },
            "tool": null,
            "subkind": {
              "name": "Process flow",
              "slug": "process",
              "status": "active",
              "canonId": "019de52d-039c-718f-ad3a-efe9c4b3c838",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "process",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.182+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5c0819f2-d39b-4bad-831e-1164b659fa15",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.8,
            "x": 0.05,
            "y": 0.08
          },
          "kind": "title",
          "text": "One workflow to unite your developers, security, and operations teams",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.182+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "00e585fd-1c86-4ef9-af2c-11da70ff74a4",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Customer journey map",
            "slug": "customer-journey-map",
            "status": "active",
            "bestFor": null,
            "canonId": "019de52d-1b26-7499-98c8-1091acc836be",
            "version": 1,
            "bodyDocId": null,
            "description": null,
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "6abedf95-7ab9-49f9-a460-2ca1b5a814fb",
          "evidence": "Workflow path showing steps: Epics, Milestones, Issues, etc.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-07-16 22:09:14.360598+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 9,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "f52e176d-9e3e-4482-aa52-b2ae469bcb4a",
          "evidence": "Visualizes the end-to-end process flow for a user/team.",
          "framework": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-05-02 17:14:07.182+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 9,
          "frameworkName": "customer-journey-map"
        }
      ],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 10,
      "type": "setup",
      "title": "The slide uses a process flow diagram to map AI capabilities (GitLab Chat) across the development lifecycle from Epics to Deployment.",
      "function": "present_solution",
      "rawType": "customer_journey",
      "block": null,
      "metadata": {
        "slideType": "customer_journey",
        "slideTypeCanon": {
          "name": "Customer journey",
          "slug": "customer_journey",
          "status": "active",
          "canonId": "019de52d-0966-70ce-afe3-bc7c98ffc8c9",
          "version": 1,
          "description": null
        },
        "function": "present_solution",
        "functionCanon": {
          "name": "Present solution",
          "slug": "present_solution",
          "status": "active",
          "canonId": "019de52d-15b8-71da-bd23-2b767850cbce",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 11,
        "componentCount": 3,
        "textChars": 182,
        "nDataPoints": 0,
        "notes": "The slide uses a process flow diagram to map AI capabilities (GitLab Chat) across the development lifecycle from Epics to Deployment.",
        "elementsJson": [
          "process_diagram"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:08.306+00",
          "seconds": 4.893,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/10",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-10",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.65,
            "w": 0.9,
            "x": 0.05,
            "y": 0.25
          },
          "kind": "diagram",
          "text": "Workflow process flow from Epics to Deploy",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Diagram",
              "slug": "diagram",
              "status": "active",
              "canonId": "019de52c-f9f0-734a-81de-15382ff28c65",
              "version": 1,
              "description": "Schematic or relational diagram."
            },
            "tool": null,
            "subkind": {
              "name": "Process flow",
              "slug": "process",
              "status": "active",
              "canonId": "019de52d-039c-718f-ad3a-efe9c4b3c838",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "process",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:08.306+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "72a283a9-575a-4d6b-8f81-b92f8bc6289e",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "framework",
          "text": "Software Development Lifecycle (SDLC) with AI integration",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Framework",
              "slug": "framework",
              "status": "active",
              "canonId": "019de52c-fa18-77c6-b10a-ccb8277ac0fa",
              "version": 1,
              "description": "Named conceptual framework instance."
            },
            "tool": null,
            "subkind": {
              "name": "Framework instance",
              "slug": "instance",
              "status": "active",
              "canonId": "019de52d-05a2-72af-be0b-7edc60708a03",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "instance",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:08.306+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6942e225-46a6-4937-9c16-c8621f82c9e9",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.9,
            "x": 0.05,
            "y": 0.08
          },
          "kind": "title",
          "text": "One workflow to unite your developers, security, and operations teams powered by AI",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:08.306+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "71fcf30e-453c-4979-a3c2-d834f114e92c",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Customer journey map",
            "slug": "customer-journey-map",
            "status": "active",
            "bestFor": null,
            "canonId": "019de52d-1b26-7499-98c8-1091acc836be",
            "version": 1,
            "bodyDocId": null,
            "description": null,
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "331edf53-c449-41a4-b3bc-8f7b3a47a980",
          "evidence": "Workflow process flow from Epics to Deploy",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-07-16 22:09:14.428467+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 10,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "51cb8e33-c588-4919-9e5a-9f957f48fda3",
          "evidence": "The slide maps the software development process as a journey from planning to deployment.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 17:14:08.306+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 10,
          "frameworkName": "customer-journey-map"
        }
      ],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 11,
      "type": "setup",
      "title": "The slide uses a 'Fast' callout tag to emphasize the primary value proposition.",
      "function": "present_solution",
      "rawType": "thesis_headline",
      "block": null,
      "metadata": {
        "slideType": "thesis_headline",
        "slideTypeCanon": {
          "name": "Thesis headline",
          "slug": "thesis_headline",
          "status": "active",
          "canonId": "019de52d-073a-70cb-b9f6-772a597bb5af",
          "version": 1,
          "description": null
        },
        "function": "present_solution",
        "functionCanon": {
          "name": "Present solution",
          "slug": "present_solution",
          "status": "active",
          "canonId": "019de52d-15b8-71da-bd23-2b767850cbce",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 9,
        "componentCount": 3,
        "textChars": 129,
        "nDataPoints": 0,
        "notes": "The slide uses a 'Fast' callout tag to emphasize the primary value proposition.",
        "elementsJson": [
          "screenshot"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:05.942+00",
          "seconds": 2.352,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/11",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-11",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.05,
            "w": 0.1,
            "x": 0.04,
            "y": 0.28
          },
          "kind": "callout",
          "text": "Fast",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:05.942+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7ecd738c-c018-4810-9d61-15ae8810e74c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.62,
            "w": 0.54,
            "x": 0.42,
            "y": 0.19
          },
          "kind": "image",
          "text": "GitLab pipeline interface showing build, test, review, and staging stages.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Screenshot",
              "slug": "screenshot",
              "status": "active",
              "canonId": "019de52c-fd87-7509-8391-3d79fb339379",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "screenshot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:05.942+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3d770168-fd54-48b0-aad7-3693564794e7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.35,
            "x": 0.04,
            "y": 0.35
          },
          "kind": "title",
          "text": "A DevSecOps platform enables engineering efficiency",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:05.942+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "199ee944-e7fc-494e-816d-0a3142709cb6",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 12,
      "type": "analysis",
      "title": "The slide uses a screenshot of a software interface to illustrate the concept of end-to-end governance.",
      "function": "present_solution",
      "rawType": "kpi_dashboard",
      "block": null,
      "metadata": {
        "slideType": "kpi_dashboard",
        "slideTypeCanon": {
          "name": "KPI dashboard",
          "slug": "kpi_dashboard",
          "status": "active",
          "canonId": "019de52d-0be5-7295-af4d-b850fe7b7e65",
          "version": 1,
          "description": null
        },
        "function": "present_solution",
        "functionCanon": {
          "name": "Present solution",
          "slug": "present_solution",
          "status": "active",
          "canonId": "019de52d-15b8-71da-bd23-2b767850cbce",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 20,
        "componentCount": 4,
        "textChars": 106,
        "nDataPoints": 10,
        "notes": "The slide uses a screenshot of a software interface to illustrate the concept of end-to-end governance.",
        "elementsJson": [
          "screenshot",
          "kpi_table"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:06.948+00",
          "seconds": 3.314,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/12",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-12",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.04,
            "w": 0.1,
            "x": 0.04,
            "y": 0.28
          },
          "kind": "callout",
          "text": "Secure",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:06.948+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5522fb0f-44b2-4698-af8e-c3ca9768f387",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.62,
            "w": 0.54,
            "x": 0.42,
            "y": 0.19
          },
          "kind": "image",
          "text": "GitLab Security Dashboard interface",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Screenshot",
              "slug": "screenshot",
              "status": "active",
              "canonId": "019de52c-fd87-7509-8391-3d79fb339379",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "screenshot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:06.948+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3af74f84-39d9-481c-85e1-e507ffccaba7",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Vulnerabilities",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:34+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90eb-30baf9d5bc3f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.35,
            "x": 0.04,
            "y": 0.35
          },
          "kind": "title",
          "text": "A DevSecOps platform enables end-to-end governance",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:06.948+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "42527a88-da88-4369-bcc7-74031341427a",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 13,
      "type": "analysis",
      "title": "The slide uses a screenshot of a software interface to demonstrate the 'visibility' value proposition.",
      "function": "quantify_impact",
      "rawType": "kpi_dashboard",
      "block": null,
      "metadata": {
        "slideType": "kpi_dashboard",
        "slideTypeCanon": {
          "name": "KPI dashboard",
          "slug": "kpi_dashboard",
          "status": "active",
          "canonId": "019de52d-0be5-7295-af4d-b850fe7b7e65",
          "version": 1,
          "description": null
        },
        "function": "quantify_impact",
        "functionCanon": {
          "name": "Quantify impact",
          "slug": "quantify_impact",
          "status": "active",
          "canonId": "019de52d-1630-720d-b57d-fa7f76bebd8d",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 30,
        "componentCount": 5,
        "textChars": 204,
        "nDataPoints": 12,
        "notes": "The slide uses a screenshot of a software interface to demonstrate the 'visibility' value proposition.",
        "elementsJson": [
          "screenshot",
          "headline_text"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:06.458+00",
          "seconds": 2.786,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/13",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-13",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.033,
            "w": 0.168,
            "x": 0.04,
            "y": 0.275
          },
          "kind": "callout",
          "text": "Efficient",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:06.458+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "802d0458-40c3-4a29-a43b-c1cde7580348",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.22,
            "w": 0.42,
            "x": 0.525,
            "y": 0.46
          },
          "kind": "chart",
          "text": "Total time trend chart",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Line chart",
              "slug": "line",
              "status": "active",
              "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "line",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:06.458+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "57064644-a200-4745-b832-1516b1f6ef4e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.623,
            "w": 0.545,
            "x": 0.423,
            "y": 0.188
          },
          "kind": "image",
          "text": "GitLab dashboard interface showing Key metrics, DORA metrics, and a line chart of Total time.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Screenshot",
              "slug": "screenshot",
              "status": "active",
              "canonId": "019de52c-fd87-7509-8391-3d79fb339379",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "screenshot",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:06.458+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "861971cf-2137-4673-a08b-0fe8d00d883f",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Lead Time: 14.9 days",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 14:24:18+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-8f6f-70ec-b4a8-b8edbaf46ee9",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.35,
            "x": 0.04,
            "y": 0.35
          },
          "kind": "title",
          "text": "A DevSecOps platform enables visibility across value streams",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:06.458+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0cf041e6-5164-4caa-940f-fadedf5f03ec",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "0c28f58d-fbf4-44f9-9bf8-794d61ec2f1f",
          "evidence": "The slide explicitly lists 'DORA metrics' (Deployment Frequency, Lead Time for Changes, Time to Restore Service, Change Failure Rate).",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 17:14:06.458+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 13,
          "frameworkName": "DORA metrics"
        }
      ],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 14,
      "type": "resolution",
      "title": "The slide uses a 2x2 grid to categorize the drivers of the ROI and payback period.",
      "function": "quantify_impact",
      "rawType": "impact_sizing",
      "block": null,
      "metadata": {
        "slideType": "impact_sizing",
        "slideTypeCanon": {
          "name": "Impact sizing",
          "slug": "impact_sizing",
          "status": "active",
          "canonId": "019de52d-0d26-773b-aeda-2d1930f5636d",
          "version": 1,
          "description": null
        },
        "function": "quantify_impact",
        "functionCanon": {
          "name": "Quantify impact",
          "slug": "quantify_impact",
          "status": "active",
          "canonId": "019de52d-1630-720d-b57d-fa7f76bebd8d",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 72,
        "componentCount": 11,
        "textChars": 476,
        "nDataPoints": 2,
        "notes": "The slide uses a 2x2 grid to categorize the drivers of the ROI and payback period.",
        "elementsJson": [
          "headline_text",
          "big_number",
          "icon_grid",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:08.51+00",
          "seconds": 4.773,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/14",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-14",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.15,
            "w": 0.2,
            "x": 0.68,
            "y": 0.28
          },
          "kind": "list",
          "text": "Better user experience: Higher productivity",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:08.51+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "31760a5e-e486-41f2-9a44-bd50710f9b41",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.2,
            "x": 0.68,
            "y": 0.58
          },
          "kind": "list",
          "text": "Much faster cycle time: Revenue acceleration",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:08.51+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5686e757-eaa5-4f74-abb5-b41362a91673",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.2,
            "x": 0.45,
            "y": 0.58
          },
          "kind": "list",
          "text": "Fewer tools: Lower integration costs",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:08.51+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6598c012-e259-4ec2-b534-0d964341aa58",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.2,
            "x": 0.45,
            "y": 0.28
          },
          "kind": "list",
          "text": "Fewer software vendors: License cost reduction",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:08.51+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "db58b882-5832-45f1-a6aa-b9e936083924",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.3,
            "x": 0.05,
            "y": 0.25
          },
          "kind": "metric",
          "text": "427%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:08.51+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "02494908-3918-4922-8d99-f4fe12b37e79",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.3,
            "x": 0.05,
            "y": 0.55
          },
          "kind": "metric",
          "text": "<6 months",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:08.51+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "eb15f7b5-bf43-4d0b-86a6-d10df141458e",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "ROI: 427%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:34+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90eb-80003fd1039f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.6,
            "x": 0.05,
            "y": 0.9
          },
          "kind": "source-note",
          "text": "Source: GitLab-commissioned Forrester Consulting Total Economic Impact™ study in 2022. 427% within the first three years of deployment to revenue-generating applications.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:08.51+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f6d8b8d7-01cc-45fe-990b-3df3b04f2a6f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.3,
            "x": 0.05,
            "y": 0.75
          },
          "kind": "subtitle",
          "text": "Payback period of less than 6 months",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Subtitle",
              "slug": "subtitle",
              "status": "active",
              "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce",
              "version": 1,
              "description": "Header-zone supporting text near the title (= ex body.description with bbox)."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:08.51+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3d4d3c84-2982-46c8-973d-bbbd51695611",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.3,
            "x": 0.05,
            "y": 0.45
          },
          "kind": "subtitle",
          "text": "ROI for revenue-generating applications",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Subtitle",
              "slug": "subtitle",
              "status": "active",
              "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce",
              "version": 1,
              "description": "Header-zone supporting text near the title (= ex body.description with bbox)."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:08.51+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "65844f28-dfc5-4cc8-97da-f49384f97e57",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.45,
            "x": 0.05,
            "y": 0.08
          },
          "kind": "title",
          "text": "Significant ROI and short payback period",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:08.51+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "46dba36d-4331-45ce-8523-b7b1daf09b10",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 15,
      "type": "analysis",
      "title": "The slide uses a value-chain style layout to represent the software development lifecycle (SDLC) stages.",
      "function": "present_framework",
      "rawType": "market_landscape",
      "block": null,
      "metadata": {
        "slideType": "market_landscape",
        "slideTypeCanon": {
          "name": "Market landscape",
          "slug": "market_landscape",
          "status": "active",
          "canonId": "019de52d-0b6d-75db-a946-9ac362e3afc2",
          "version": 1,
          "description": null
        },
        "function": "present_framework",
        "functionCanon": {
          "name": "Present framework",
          "slug": "present_framework",
          "status": "active",
          "canonId": "019de52d-1403-7667-9100-d2ac6709f750",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 60,
        "componentCount": 7,
        "textChars": 723,
        "nDataPoints": 0,
        "notes": "The slide uses a value-chain style layout to represent the software development lifecycle (SDLC) stages.",
        "elementsJson": [
          "headline_text",
          "process_diagram",
          "other"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:07.149+00",
          "seconds": 3.359,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/15",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-15",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "GitLab was known for Source Code Management and CI/CD",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:34+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90eb-562e6b6a4bee",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.92,
            "x": 0.04,
            "y": 0.28
          },
          "kind": "framework",
          "text": "DevOps Lifecycle",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Framework",
              "slug": "framework",
              "status": "active",
              "canonId": "019de52c-fa18-77c6-b10a-ccb8277ac0fa",
              "version": 1,
              "description": "Named conceptual framework instance."
            },
            "tool": null,
            "subkind": {
              "name": "Framework instance",
              "slug": "instance",
              "status": "active",
              "canonId": "019de52d-05a2-72af-be0b-7edc60708a03",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "instance",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.149+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0d1a0e2e-a7fa-4910-9a8a-8a25f5b90bec",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.25,
            "x": 0.55,
            "y": 0.88
          },
          "kind": "legend",
          "text": "Feature maturity key: Mature, Early",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Legend",
              "slug": "legend",
              "status": "active",
              "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c",
              "version": 1,
              "description": "Color/symbol decoder placed adjacent to a chart or diagram."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.149+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9eb2f7a6-77f6-49ab-960c-d0dd05b37743",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.4,
            "w": 0.4,
            "x": 0.04,
            "y": 0.35
          },
          "kind": "list",
          "text": "Plan: Service desk, Roadmaps, Boards. Create: Source code management, Code review, Wiki, Snippets, Web IDE. Verify: Continuous integration (CI), Performance testing, Code testing and coverage. Secure: SAST, DAST, License compliance, Dependency scanning.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.149+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c7751d0f-17b0-4dc2-90c2-34a8c930a142",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.4,
            "w": 0.5,
            "x": 0.45,
            "y": 0.35
          },
          "kind": "list",
          "text": "Package: Package registry, Release evidence, Git LFS. Release: Continuous delivery (CD), Pages, Review apps, Release Orchestration, Feature flags. Configure: Auto DevOps, Kubernetes management, ChatOps, Serverless, Cluster cost management. Monitor: Metrics, Logging. Govern: Container scanning.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.149+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e80dbb78-6106-4d1f-9d81-6ac50fd8159c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.5,
            "x": 0.04,
            "y": 0.21
          },
          "kind": "title",
          "text": "GitLab was known for Source Code Management and CI/CD",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Action title",
              "slug": "action-title",
              "status": "active",
              "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "action-title",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.149+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "29897f5b-621a-4214-9eec-52920c776df8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.35,
            "x": 0.04,
            "y": 0.12
          },
          "kind": "title",
          "text": "Our product in 2019",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.149+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4baf7e08-a4bd-44a7-ad52-f2a1a32744c3",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "fd77f81d-a444-4f77-8df3-01fc447c65f3",
          "evidence": "The slide organizes product features into a sequential lifecycle process (Plan through Govern).",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 17:14:07.149+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 15,
          "frameworkName": "value-chain"
        }
      ],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 16,
      "type": "analysis",
      "title": "The slide uses a value-chain style layout to map product features to the software development lifecycle.",
      "function": "present_solution",
      "rawType": "market_landscape",
      "block": null,
      "metadata": {
        "slideType": "market_landscape",
        "slideTypeCanon": {
          "name": "Market landscape",
          "slug": "market_landscape",
          "status": "active",
          "canonId": "019de52d-0b6d-75db-a946-9ac362e3afc2",
          "version": 1,
          "description": null
        },
        "function": "present_solution",
        "functionCanon": {
          "name": "Present solution",
          "slug": "present_solution",
          "status": "active",
          "canonId": "019de52d-15b8-71da-bd23-2b767850cbce",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 35,
        "componentCount": 6,
        "textChars": 294,
        "nDataPoints": 0,
        "notes": "The slide uses a value-chain style layout to map product features to the software development lifecycle.",
        "elementsJson": [
          "headline_text",
          "process_diagram",
          "callout_box",
          "icon_grid"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:06.997+00",
          "seconds": 2.973,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/16",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-16",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.08,
            "w": 0.2,
            "x": 0.76,
            "y": 0.11
          },
          "kind": "callout",
          "text": "Over last 5 years, significant increase in feature and functionality in every stage",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:06.997+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d2c48c6c-5087-4dc7-85fb-1684c9e166c6",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.91,
            "x": 0.048,
            "y": 0.27
          },
          "kind": "diagram",
          "text": "Plan > Create > Verify > Secure > Package > Deploy > Monitor > Govern",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Diagram",
              "slug": "diagram",
              "status": "active",
              "canonId": "019de52c-f9f0-734a-81de-15382ff28c65",
              "version": 1,
              "description": "Schematic or relational diagram."
            },
            "tool": null,
            "subkind": {
              "name": "Value chain",
              "slug": "value-chain",
              "status": "active",
              "canonId": "019de52d-048a-769c-aad6-4abdde7ef317",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "value-chain",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:06.997+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d6a41c8f-f43c-4abc-b477-d518dbb09899",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.25,
            "x": 0.7,
            "y": 0.82
          },
          "kind": "legend",
          "text": "Feature maturity key: Available | Planned",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Legend",
              "slug": "legend",
              "status": "active",
              "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c",
              "version": 1,
              "description": "Color/symbol decoder placed adjacent to a chart or diagram."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:06.997+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "559eb758-105e-43f3-aff4-5359d71641bf",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.5,
            "w": 0.91,
            "x": 0.048,
            "y": 0.32
          },
          "kind": "list",
          "text": "List of features under each stage",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:06.997+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "963dd728-ea4e-4dcc-8053-e4c72601bc81",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.55,
            "x": 0.048,
            "y": 0.195
          },
          "kind": "title",
          "text": "GitLab is the most comprehensive DevSecOps platform",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Action title",
              "slug": "action-title",
              "status": "active",
              "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "action-title",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:06.997+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d43de2d4-c293-4362-8896-93fc303c1fbd",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.21,
            "x": 0.048,
            "y": 0.125
          },
          "kind": "title",
          "text": "Our product today",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:06.997+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "218fcfe7-f252-4895-b9e7-faffa4642cb8",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [
        {
          "matchId": "e4226152-dc22-4d64-9463-85abd6e71189",
          "evidence": "The slide maps product features across the sequential stages of the DevSecOps lifecycle.",
          "framework": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-05-02 17:14:06.997+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 16,
          "frameworkName": "value-chain"
        }
      ],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 17,
      "type": "setup",
      "function": "transition",
      "rawType": "section_divider",
      "block": null,
      "metadata": {
        "slideType": "section_divider",
        "slideTypeCanon": {
          "name": "Section divider",
          "slug": "section_divider",
          "status": "active",
          "canonId": "019de52d-066a-7402-9554-6ae504999041",
          "version": 1,
          "description": null
        },
        "function": "transition",
        "functionCanon": {
          "name": "Transition",
          "slug": "transition",
          "status": "active",
          "canonId": "019de52d-1365-7149-92aa-66df859e75fd",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 1,
        "componentCount": 1,
        "textChars": 22,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "headline_text"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:06.143+00",
          "seconds": 2.04,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/17",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-17",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.1,
            "w": 0.4,
            "x": 0.05,
            "y": 0.45
          },
          "kind": "title",
          "text": "Our Market Opportunity",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:06.143+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "54e4d4a5-329f-40e4-bb8a-6d5a090ea770",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 18,
      "type": "resolution",
      "title": "The slide uses a simple, high-impact visual to communicate the TAM.",
      "function": "size_opportunity",
      "rawType": "market_sizing",
      "block": null,
      "metadata": {
        "slideType": "market_sizing",
        "slideTypeCanon": {
          "name": "Market sizing",
          "slug": "market_sizing",
          "status": "active",
          "canonId": "019de52d-08c8-756c-8664-733b73a7ee7b",
          "version": 1,
          "description": null
        },
        "function": "size_opportunity",
        "functionCanon": {
          "name": "Size opportunity",
          "slug": "size_opportunity",
          "status": "active",
          "canonId": "019de52d-147b-7568-8828-a74a27697618",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 24,
        "componentCount": 5,
        "textChars": 123,
        "nDataPoints": 1,
        "notes": "The slide uses a simple, high-impact visual to communicate the TAM.",
        "elementsJson": [
          "headline_text",
          "big_number",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:06.581+00",
          "seconds": 2.397,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/18",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-18",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.15,
            "w": 0.25,
            "x": 0.65,
            "y": 0.38
          },
          "kind": "metric",
          "text": "$40B",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:06.581+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a70f53e3-013c-47f3-95e2-44fd7a6b2377",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "TAM: $40B",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:35+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90ec-02cc110e66c5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.2,
            "x": 0.648,
            "y": 0.578
          },
          "kind": "paragraph",
          "text": "estimated total addressable market*",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:06.581+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "813c02d1-d555-46d3-a578-d9002b2e945c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.2,
            "x": 0.048,
            "y": 0.885
          },
          "kind": "source-note",
          "text": "* based on GitLab internal analysis",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:06.581+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6dc18540-8109-4a71-9ee5-09389f390951",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.16,
            "w": 0.498,
            "x": 0.048,
            "y": 0.42
          },
          "kind": "title",
          "text": "Large and high growth market opportunity",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:06.581+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "96c57ca8-c5a4-4ab3-8e93-cb2dada7e1d4",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 19,
      "type": "evidence",
      "title": "The slide uses a quote to establish market momentum and industry trends.",
      "function": "cite_precedent",
      "rawType": "quote_slide",
      "block": null,
      "metadata": {
        "slideType": "quote_slide",
        "slideTypeCanon": {
          "name": "Quote slide",
          "slug": "quote_slide",
          "status": "active",
          "canonId": "019de52d-098e-7555-a9fd-4f0af7e80bc2",
          "version": 1,
          "description": null
        },
        "function": "cite_precedent",
        "functionCanon": {
          "name": "Cite precedent",
          "slug": "cite_precedent",
          "status": "active",
          "canonId": "019de52d-142b-714b-86d4-58aad7b568ec",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 56,
        "componentCount": 6,
        "textChars": 729,
        "nDataPoints": 2,
        "notes": "The slide uses a quote to establish market momentum and industry trends.",
        "elementsJson": [
          "quote_block",
          "line_chart",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:06.286+00",
          "seconds": 2.089,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/19",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-19",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "By 2027, 75% of organizations will have switched from multiple point solutions to DevOps platforms to streamline application delivery, up from 25% in 2023.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:35+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90eb-c7c96f920ba6",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.7,
            "w": 0.4,
            "x": 0.538,
            "y": 0.128
          },
          "kind": "chart",
          "text": "Growth in DevOps platform adoption from 25% in 2023 to 75% in 2027.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Line chart",
              "slug": "line",
              "status": "active",
              "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "line",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:06.286+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bf51ae98-d105-42c7-8d2f-1ce6a1d96482",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Adoption rate of DevOps platforms: 75%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:35+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90eb-ce6599c680ea",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.4,
            "x": 0.08,
            "y": 0.25
          },
          "kind": "quote",
          "text": "By 2027, 75% of organizations will have switched from multiple point solutions to DevOps platforms to streamline application delivery, up from 25% in 2023.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": null,
            "subkind": {
              "name": "Pull quote",
              "slug": "pull-quote",
              "status": "active",
              "canonId": "019de52c-fbf9-76fe-97e1-a0b7540445c9",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "pull-quote",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:06.286+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5f5a95aa-cad0-49a2-9ec7-dcf946dd27b7",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "By 2027, 75% of organizations will have switched from multiple point solutions to DevOps platforms to streamline application delivery, up from 25% in 2023. (Gartner, Magic Quadrant for DevOps Platforms, 05 June 2023)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:35+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90eb-c9553b1fac76",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.45,
            "x": 0.05,
            "y": 0.85
          },
          "kind": "source-note",
          "text": "Gartner, Magic Quadrant for DevOps Platforms, Manjunath Bhat, Thomas Murphy, et al., 05 June 2023.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:06.286+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "280fa7d5-d127-4353-8d9c-39a214b3e4f0",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Audience Definition",
            "slug": "audience-definition",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756",
            "version": 1,
            "bodyDocId": null,
            "description": "Six key questions: Who are they? What do they know? What do they believe? What do they care about? What do they fear? What decisions can they make?",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "cbe16b37-a19f-4e49-8ddc-01f3fc75e131",
          "evidence": "The slide mentions 'organizations' and 'adoption rate of DevOps platforms', indicating a focus on defining the audience.",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:09:15.64174+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 19,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 20,
      "type": "setup",
      "title": "Gartner Magic Quadrant framework used.",
      "function": "compare_peers",
      "rawType": "competitive_analysis",
      "block": null,
      "metadata": {
        "slideType": "competitive_analysis",
        "slideTypeCanon": {
          "name": "Competitive analysis",
          "slug": "competitive_analysis",
          "status": "active",
          "canonId": "019de52d-093e-776b-94c6-c1573f5f1a31",
          "version": 1,
          "description": null
        },
        "function": "compare_peers",
        "functionCanon": {
          "name": "Compare peers",
          "slug": "compare_peers",
          "status": "active",
          "canonId": "019de52d-1453-72ba-a367-9ba3d34c1630",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 58,
        "componentCount": 7,
        "textChars": 458,
        "nDataPoints": 12,
        "notes": "Gartner Magic Quadrant framework used.",
        "elementsJson": [
          "headline_text",
          "quadrant_chart",
          "callout_box",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:07.075+00",
          "seconds": 2.777,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/20",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-20",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.25,
            "w": 0.42,
            "x": 0.048,
            "y": 0.31
          },
          "kind": "callout",
          "text": "Gartner positioned GitLab as highest in Ability to Execute. According to Gartner, Leaders execute well against their current vision and are well-positioned for tomorrow.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.075+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a969d4ef-2f64-479a-aa4d-7916b4a415d7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.45,
            "x": 0.048,
            "y": 0.87
          },
          "kind": "disclaimer",
          "text": "Gartner Methodologies, Magic Quadrant, August 2023... © 2024 GitLab Inc.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.075+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1e7f20bd-84b8-422e-8ce3-c1c5f4ff9c92",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.62,
            "w": 0.43,
            "x": 0.53,
            "y": 0.29
          },
          "kind": "framework",
          "text": "Gartner Magic Quadrant",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Framework",
              "slug": "framework",
              "status": "active",
              "canonId": "019de52c-fa18-77c6-b10a-ccb8277ac0fa",
              "version": 1,
              "description": "Named conceptual framework instance."
            },
            "tool": null,
            "subkind": {
              "name": "Framework instance",
              "slug": "instance",
              "status": "active",
              "canonId": "019de52d-05a2-72af-be0b-7edc60708a03",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "instance",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.075+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "898eab60-1dc2-445d-8ff0-0abe0104f913",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "framework",
          "text": "2x2 Matrix",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Framework",
              "slug": "framework",
              "status": "active",
              "canonId": "019de52c-fa18-77c6-b10a-ccb8277ac0fa",
              "version": 1,
              "description": "Named conceptual framework instance."
            },
            "tool": {
              "name": "Structuring frame",
              "slug": "structuring-frame",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-48ff-708d-8103-a8464743e560",
              "version": 1,
              "bodyDocId": null,
              "description": "A named scaffold for organising content (SCQA, situation-action-result, etc.).",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:35+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90eb-eb2c43905c20",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.4,
            "x": 0.048,
            "y": 0.82
          },
          "kind": "source-note",
          "text": "Source: Gartner, Magic Quadrant for DevOps Platforms, Manjunath Bhat, Thomas Murphy, Et, Al,, 05 June 2023",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.075+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7f758c43-f3c8-4465-bb30-d42b01e6b09b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.42,
            "x": 0.048,
            "y": 0.095
          },
          "kind": "title",
          "text": "GitLab recognized as a Leader",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.075+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7fb561d8-4e25-43fb-9108-af4305224007",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.35,
            "x": 0.048,
            "y": 0.175
          },
          "kind": "title",
          "text": "2023 Gartner® Magic Quadrant™ for DevOps Platforms",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Subtitle",
              "slug": "subtitle",
              "status": "active",
              "canonId": "019de52c-fb09-739d-900c-815b0d9ac526",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "subtitle",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.075+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "497b92d5-de3b-404f-8ab9-e0c8c58c59a6",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "2x2 matrix",
            "slug": "matrix-2x2",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8",
            "version": 1,
            "bodyDocId": null,
            "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "40109c43-5c32-41fc-b8c4-102c46fb9275",
          "evidence": "The slide features a 2x2 matrix, specifically the Gartner Magic Quadrant.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 22:09:15.712698+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 20,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "d1f3e083-79e7-4652-9ab0-fd205f84eebc",
          "evidence": "Gartner Magic Quadrant visual layout",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 17:14:07.075+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 20,
          "frameworkName": "matrix-2x2"
        }
      ],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 21,
      "type": "evidence",
      "title": "The slide uses a Forrester Wave chart, which is a proprietary 2x2-style matrix.",
      "function": "cite_precedent",
      "rawType": "case_study",
      "block": null,
      "metadata": {
        "slideType": "case_study",
        "slideTypeCanon": {
          "name": "Case study",
          "slug": "case_study",
          "status": "active",
          "canonId": "019de52d-0b95-7344-8090-926f3b8e92c8",
          "version": 1,
          "description": null
        },
        "function": "cite_precedent",
        "functionCanon": {
          "name": "Cite precedent",
          "slug": "cite_precedent",
          "status": "active",
          "canonId": "019de52d-142b-714b-86d4-58aad7b568ec",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 64,
        "componentCount": 7,
        "textChars": 628,
        "nDataPoints": 12,
        "notes": "The slide uses a Forrester Wave chart, which is a proprietary 2x2-style matrix.",
        "elementsJson": [
          "headline_text",
          "quote_block",
          "screenshot",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:07.498+00",
          "seconds": 3.134,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/21",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-21",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "GitLab is great for enterprises wishing to consolidate their best-of-breed toolchain into one high-performing ISDP.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:35+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90ec-486630a74e55",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.88,
            "w": 0.32,
            "x": 0.635,
            "y": 0.295
          },
          "kind": "chart",
          "text": "Forrester Wave chart showing market positioning of various vendors",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Bubble chart",
              "slug": "bubble",
              "status": "active",
              "canonId": "019de52d-00a4-756f-8978-8d5e48905dbc",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bubble",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.498+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "57b6cbf3-b651-4cda-abec-f7fc15305a33",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.5,
            "x": 0.05,
            "y": 0.86
          },
          "kind": "disclaimer",
          "text": "The Forrester Wave™ is copyrighted by Forrester Research, Inc. ... Opinions reflect judgment at the time and are subject to change.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.498+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "59d74641-5c07-40cf-a127-c4690465b6cb",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.3,
            "x": 0.12,
            "y": 0.44
          },
          "kind": "quote",
          "text": "GitLab is great for enterprises wishing to consolidate their best-of-breed toolchain into one high-performing ISDP.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": null,
            "subkind": {
              "name": "Pull quote",
              "slug": "pull-quote",
              "status": "active",
              "canonId": "019de52c-fbf9-76fe-97e1-a0b7540445c9",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "pull-quote",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.498+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "95ec2035-8a1e-4e5c-9463-466144623391",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.3,
            "x": 0.05,
            "y": 0.82
          },
          "kind": "source-note",
          "text": "Source: Forrester Research, Inc. Unauthorized reproduction, citation, or distribution prohibited.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.498+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a353045d-f5d5-44bd-9414-3b748b5d95db",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.4,
            "x": 0.05,
            "y": 0.08
          },
          "kind": "title",
          "text": "GitLab recognized as the only Leader",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.498+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "71bc00e2-74fc-4efb-a7e4-92a389d9a50a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.4,
            "x": 0.05,
            "y": 0.14
          },
          "kind": "title",
          "text": "The Forrester Wave™: Integrated Software Delivery Platforms, Q2 2023",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Subtitle",
              "slug": "subtitle",
              "status": "active",
              "canonId": "019de52c-fb09-739d-900c-815b0d9ac526",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "subtitle",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.498+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c8bf3bf0-b888-445c-a1ec-3273dbb5a13c",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Chartjunk Elimination",
            "slug": "chartjunk-elimination",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-b49e-7453-ab01-b60f338eeda1",
            "version": 1,
            "bodyDocId": null,
            "description": "Remove decorative elements that don't convey data: 3D effects, shadows, unnecessary gridlines",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "db0da545-f003-4f68-8840-92bbf6fc3582",
          "evidence": "The Forrester Wave chart is presented in a clear and organized manner, with minimal chartjunk.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-07-16 22:09:15.780223+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 21,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "673d202c-4897-489e-89a0-8ed19943e938",
          "evidence": "The slide explicitly references and displays a Forrester Wave chart.",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 17:14:07.498+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 21,
          "frameworkName": "Forrester Wave"
        }
      ],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 22,
      "type": "setup",
      "title": "The slide uses a pyramid to show the hierarchy of GTM motions corresponding to customer segments.",
      "function": "present_framework",
      "rawType": "segmentation",
      "block": null,
      "metadata": {
        "slideType": "segmentation",
        "slideTypeCanon": {
          "name": "Segmentation",
          "slug": "segmentation",
          "status": "active",
          "canonId": "019de52d-0917-75d5-9172-1b3b3c2f6400",
          "version": 1,
          "description": null
        },
        "function": "present_framework",
        "functionCanon": {
          "name": "Present framework",
          "slug": "present_framework",
          "status": "active",
          "canonId": "019de52d-1403-7667-9100-d2ac6709f750",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 23,
        "componentCount": 5,
        "textChars": 201,
        "nDataPoints": 0,
        "notes": "The slide uses a pyramid to show the hierarchy of GTM motions corresponding to customer segments.",
        "elementsJson": [
          "headline_text",
          "pyramid",
          "bullet_list"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:07.379+00",
          "seconds": 2.871,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/22",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-22",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.63,
            "w": 0.62,
            "x": 0.35,
            "y": 0.23
          },
          "kind": "framework",
          "text": "Pyramid segmentation of GTM strategy",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Framework",
              "slug": "framework",
              "status": "active",
              "canonId": "019de52c-fa18-77c6-b10a-ccb8277ac0fa",
              "version": 1,
              "description": "Named conceptual framework instance."
            },
            "tool": null,
            "subkind": {
              "name": "Framework instance",
              "slug": "instance",
              "status": "active",
              "canonId": "019de52d-05a2-72af-be0b-7edc60708a03",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "instance",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.379+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5fb75e44-0f49-4efe-b0d6-6fbaec955f6a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.2,
            "x": 0.71,
            "y": 0.3
          },
          "kind": "list",
          "text": "High value enterprise sales: Executive selling, Top Strategic Accounts",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.379+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f948e969-50f7-497b-be30-14738774b1b8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.15,
            "x": 0.71,
            "y": 0.76
          },
          "kind": "paragraph",
          "text": "Product-led growth",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.379+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0f2b5097-bdbc-441e-9316-09b87fac7793",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.15,
            "x": 0.71,
            "y": 0.59
          },
          "kind": "paragraph",
          "text": "High velocity inside sales",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.379+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bf067da4-7393-4444-9bd2-894a46f6fbaf",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.55,
            "x": 0.04,
            "y": 0.13
          },
          "kind": "title",
          "text": "Leading the category via multi-faceted go-to-market",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.379+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "179e9983-b091-47c6-b4d2-aed3a54f6daf",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Pyramid Principle",
            "slug": "pyramid-principle",
            "status": "active",
            "bestFor": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.",
            "canonId": "019dd956-7cbd-7219-a477-c871e2bc1aff",
            "version": 1,
            "bodyDocId": "88b6ac56-b880-46f9-8621-ef3491ab6235",
            "description": "Lead with the answer; group three to five MECE supports beneath it; recurse one level down. Top-down hierarchical structure for any document with a single recommendation.",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Architect",
          "layer": "slide",
          "agents": [
            "Architect"
          ],
          "matchId": "8d500117-3af8-41c8-a66a-21404b3ba469",
          "evidence": "The slide uses a pyramid segmentation of GTM strategy, indicating a hierarchical structure.",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.",
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:09:15.847318+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 22,
          "whyItWorks": "Solves the two failure modes of expert communication at once: (1) the long climb where readers wait pages for the answer, and (2) logical mush from non-MECE groupings. Progressive disclosure lets a reader stop at any depth and get the right information.",
          "antipattern": "Chronological structure (\"what we did, what we found, what we conclude\") instead of logical hierarchy. Top-of-pyramid that is a topic (\"strategic options\") instead of an answer (\"pursue Option B because...\"). Non-MECE supports that overlap or fail to cover the universe.",
          "cardinality": null,
          "narrativePurpose": "Transfer conviction with minimum reader effort by mirroring how decision-makers consume information: answer first, scaffolding behind."
        }
      ],
      "frameworks": [
        {
          "matchId": "f656a1d6-c57e-47e4-b7dd-28fb26de7d3c",
          "evidence": "Pyramid structure used to segment GTM motions by customer size",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 17:14:07.379+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 22,
          "frameworkName": "market-segmentation-pyramid"
        }
      ],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 23,
      "type": "setup",
      "title": "The slide uses a funnel-like diagram to illustrate the expansion of GitLab usage over time.",
      "function": "present_framework",
      "rawType": "customer_journey",
      "block": null,
      "metadata": {
        "slideType": "customer_journey",
        "slideTypeCanon": {
          "name": "Customer journey",
          "slug": "customer_journey",
          "status": "active",
          "canonId": "019de52d-0966-70ce-afe3-bc7c98ffc8c9",
          "version": 1,
          "description": null
        },
        "function": "present_framework",
        "functionCanon": {
          "name": "Present framework",
          "slug": "present_framework",
          "status": "active",
          "canonId": "019de52d-1403-7667-9100-d2ac6709f750",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 32,
        "componentCount": 5,
        "textChars": 399,
        "nDataPoints": 0,
        "notes": "The slide uses a funnel-like diagram to illustrate the expansion of GitLab usage over time.",
        "elementsJson": [
          "process_diagram"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:09.756+00",
          "seconds": 5.131,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/23",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-23",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Point tools are displaced one by one along the journey.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:37+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90ed-eb5d3650afc4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.8,
            "w": 0.55,
            "x": 0.4,
            "y": 0.1
          },
          "kind": "diagram",
          "text": "Land with developers on secure SCM and CI/CD; Expand via more teams and departments; Expand with more use cases like Agile Planning and Code Suggestions; Ultimate uptier via integrated security, compliance, and value stream analytics",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Diagram",
              "slug": "diagram",
              "status": "active",
              "canonId": "019de52c-f9f0-734a-81de-15382ff28c65",
              "version": 1,
              "description": "Schematic or relational diagram."
            },
            "tool": null,
            "subkind": {
              "name": "Process flow",
              "slug": "process",
              "status": "active",
              "canonId": "019de52d-039c-718f-ad3a-efe9c4b3c838",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "process",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.756+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d47559e6-0116-4f1b-9d1c-95377696f6d0",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.4,
            "x": 0.45,
            "y": 0.05
          },
          "kind": "legend",
          "text": "Point tools are displaced one by one along the journey",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Legend",
              "slug": "legend",
              "status": "active",
              "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c",
              "version": 1,
              "description": "Color/symbol decoder placed adjacent to a chart or diagram."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.756+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6cf5933a-3b4a-41a2-9bcb-de32e8b4699b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.4,
            "x": 0.45,
            "y": 0.85
          },
          "kind": "legend",
          "text": "Value increases with GitLab adoption",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Legend",
              "slug": "legend",
              "status": "active",
              "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c",
              "version": 1,
              "description": "Color/symbol decoder placed adjacent to a chart or diagram."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.756+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7613f9cc-9ed0-41b7-9027-dd4b274db1cb",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.3,
            "x": 0.05,
            "y": 0.4
          },
          "kind": "title",
          "text": "Land and expand model",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.756+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "727f2e92-45a8-455a-b8ec-da2aebc58c0e",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Customer journey map",
            "slug": "customer-journey-map",
            "status": "active",
            "bestFor": null,
            "canonId": "019de52d-1b26-7499-98c8-1091acc836be",
            "version": 1,
            "bodyDocId": null,
            "description": null,
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "8c6ed173-23a3-4f57-b658-5e970246f51b",
          "evidence": "The slide illustrates a 'Land and expand model' with a diagram/process showing the customer journey.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-07-16 22:09:15.915278+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 23,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "c6390a9e-3ab6-46e4-91bf-23788d277b31",
          "evidence": "The slide explicitly labels the model as 'Land and expand model' and illustrates the progression of adoption.",
          "framework": null,
          "confidence": 1,
          "extraction": {
            "at": "2026-05-02 17:14:09.756+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 23,
          "frameworkName": "land-and-expand"
        }
      ],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 24,
      "type": "analysis",
      "title": "The slide uses a three-column layout to categorize partners, with a secondary row for logos.",
      "function": "present_framework",
      "rawType": "market_landscape",
      "block": null,
      "metadata": {
        "slideType": "market_landscape",
        "slideTypeCanon": {
          "name": "Market landscape",
          "slug": "market_landscape",
          "status": "active",
          "canonId": "019de52d-0b6d-75db-a946-9ac362e3afc2",
          "version": 1,
          "description": null
        },
        "function": "present_framework",
        "functionCanon": {
          "name": "Present framework",
          "slug": "present_framework",
          "status": "active",
          "canonId": "019de52d-1403-7667-9100-d2ac6709f750",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 35,
        "componentCount": 5,
        "textChars": 457,
        "nDataPoints": 0,
        "notes": "The slide uses a three-column layout to categorize partners, with a secondary row for logos.",
        "elementsJson": [
          "headline_text",
          "callout_box",
          "logo_grid"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:12.411+00",
          "seconds": 7.735,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/24",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-24",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.2,
            "w": 0.9,
            "x": 0.05,
            "y": 0.65
          },
          "kind": "image",
          "text": "Representative Partners logos",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Logo grid",
              "slug": "logo-grid",
              "status": "active",
              "canonId": "019de52c-fdd7-7409-93e5-81280a8ca215",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "logo-grid",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:12.411+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "646cc5bb-c0c7-44ba-acc4-89fbf428db30",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.28,
            "x": 0.05,
            "y": 0.25
          },
          "kind": "list",
          "text": "Cloud Partners: Allow GitLab to deliver better software faster. Our cloud native integrations are a direct line to environments trusted by developers",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:12.411+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "40bb62f0-cc10-4480-96e0-498a439dc2e1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.28,
            "x": 0.36,
            "y": 0.25
          },
          "kind": "list",
          "text": "Technology Partners: Integrate with GitLab to deliver customized DevOps solutions across industries and use cases",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:12.411+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b7df2bc4-e2cc-4bef-808c-9126e89bdcbe",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.28,
            "x": 0.67,
            "y": 0.25
          },
          "kind": "list",
          "text": "Service Partners: Sales and integration partners that help customers achieve technical and business goals in digital transformation",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:12.411+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bc3074cd-8beb-4019-8b02-4c0b530b268d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.5,
            "x": 0.05,
            "y": 0.1
          },
          "kind": "title",
          "text": "Investing in building our ecosystem",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:12.411+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e2b47dbe-242f-49e6-af9e-da1fd5e26bd2",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Market Segmentation Pyramid",
            "slug": "market-segmentation-pyramid",
            "status": "active",
            "bestFor": null,
            "canonId": "1c9f3543-c96f-4a5b-b4a4-9b2a412c0aaf",
            "version": 1,
            "bodyDocId": null,
            "description": null,
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "5b45e074-e2da-48bd-88bc-602a5d521ab3",
          "evidence": "The slide lists various partners, indicating a market segmentation strategy.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:09:15.983629+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 24,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [
        {
          "matchId": "fe1799d5-eae0-4a11-8140-05bb7b7993c1",
          "evidence": "Categorization of partners into functional groups with representative logos",
          "framework": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-05-02 17:14:12.411+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 24,
          "frameworkName": "ecosystem-mapping"
        }
      ],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 25,
      "type": "setup",
      "title": "The slide emphasizes the 'all users in a company are on the same tier' policy.",
      "function": "compare_options",
      "rawType": "comparison_table",
      "block": null,
      "metadata": {
        "slideType": "comparison_table",
        "slideTypeCanon": {
          "name": "Comparison table",
          "slug": "comparison_table",
          "status": "active",
          "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2",
          "version": 1,
          "description": null
        },
        "function": "compare_options",
        "functionCanon": {
          "name": "Compare options",
          "slug": "compare_options",
          "status": "active",
          "canonId": "019de52d-167f-7038-aebc-70a9d2e0e33b",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 19,
        "componentCount": 4,
        "textChars": 144,
        "nDataPoints": 2,
        "notes": "The slide emphasizes the 'all users in a company are on the same tier' policy.",
        "elementsJson": [
          "action_title",
          "callout_box",
          "bullet_list"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:06.972+00",
          "seconds": 1.948,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/25",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-25",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.05,
            "w": 0.2,
            "x": 0.66,
            "y": 0.3
          },
          "kind": "callout",
          "text": "Fastest Growing Tier",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": null,
            "subkind": {
              "name": "Primary callout",
              "slug": "primary",
              "status": "active",
              "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:06.972+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "76214681-3594-4142-84e1-d5f187ef7288",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Pricing Tier: $29",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 14:24:22+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-8f6f-70ec-b4ab-0058c01ca66e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.6,
            "w": 0.9,
            "x": 0.05,
            "y": 0.3
          },
          "kind": "table",
          "text": "Free, Premium, Ultimate pricing tiers with features and personas",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:06.972+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8b406cd2-a81b-4bf8-95d5-8f320b23bc5f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.9,
            "x": 0.05,
            "y": 0.1
          },
          "kind": "title",
          "text": "All users in a company are on the same tier",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:06.972+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8ed6e3b0-dcea-446d-8e26-05b48ccdd6bb",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 26,
      "type": "setup",
      "function": "present_solution",
      "rawType": "initiative_list",
      "block": null,
      "metadata": {
        "slideType": "initiative_list",
        "slideTypeCanon": {
          "name": "Initiative list",
          "slug": "initiative_list",
          "status": "active",
          "canonId": "019de52d-0caf-770e-9b91-b99239121f50",
          "version": 1,
          "description": null
        },
        "function": "present_solution",
        "functionCanon": {
          "name": "Present solution",
          "slug": "present_solution",
          "status": "active",
          "canonId": "019de52d-15b8-71da-bd23-2b767850cbce",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 39,
        "componentCount": 5,
        "textChars": 448,
        "nDataPoints": 2,
        "notes": null,
        "elementsJson": [
          "headline_text",
          "bullet_list",
          "callout_box"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:07.21+00",
          "seconds": 2.084,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/26",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-26",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.5,
            "w": 0.28,
            "x": 0.05,
            "y": 0.3
          },
          "kind": "list",
          "text": "GitLab Duo Pro: $19/user/mo, Individual Contributors, Code completion/generation, Org controls, Chat, Explanation, Refactor, Test gen",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.21+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "60205e62-cd37-433b-bbc4-a1e3a9f7163a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.5,
            "w": 0.28,
            "x": 0.67,
            "y": 0.3
          },
          "kind": "list",
          "text": "Enterprise Agile Planning: $15/user/mo, Jira replacement, Planning workflow, Value stream analytics, Executive dashboards",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.21+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6c36cb7d-df6a-4e4d-bce9-934b14b73cdc",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.5,
            "w": 0.28,
            "x": 0.36,
            "y": 0.3
          },
          "kind": "list",
          "text": "GitLab Dedicated: For Enterprises, Fully managed, Data isolation, Enterprise security, Data residency, BYOK, Regular upgrades",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.21+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "968fac82-91c6-4edc-8c09-88f43a4eca10",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Price per user per month: $19",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:35+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90ec-308efd28f7e8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.07,
            "w": 0.45,
            "x": 0.04,
            "y": 0.12
          },
          "kind": "title",
          "text": "More customer value with additional SKUs",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.21+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f4a85fb0-703a-411f-b13e-18f5760b637d",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "List presentation",
            "slug": "list-presentation",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1",
            "version": 1,
            "bodyDocId": null,
            "description": "Bulleted, numbered, or checklist enumerations.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "d9f4da7c-6efe-426c-851b-674db2c16d06",
          "evidence": "The slide lists various SKUs with their features and prices.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:09:16.085242+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 26,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 27,
      "type": "setup",
      "function": "transition",
      "rawType": "section_divider",
      "block": null,
      "metadata": {
        "slideType": "section_divider",
        "slideTypeCanon": {
          "name": "Section divider",
          "slug": "section_divider",
          "status": "active",
          "canonId": "019de52d-066a-7402-9554-6ae504999041",
          "version": 1,
          "description": null
        },
        "function": "transition",
        "functionCanon": {
          "name": "Transition",
          "slug": "transition",
          "status": "active",
          "canonId": "019de52d-1365-7149-92aa-66df859e75fd",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 2,
        "componentCount": 2,
        "textChars": 34,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "headline_text"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:07.375+00",
          "seconds": 2.114,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/27",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-27",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.05,
            "w": 0.1,
            "x": 0.05,
            "y": 0.88
          },
          "kind": "image",
          "text": "GitLab Copyright 2024",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Logo",
              "slug": "logo",
              "status": "active",
              "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "logo",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.375+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "63b993f8-bc8f-41ec-b0f0-fc7b379c8707",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.3,
            "x": 0.05,
            "y": 0.45
          },
          "kind": "title",
          "text": "Our Customers",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:07.375+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "79751b9a-8024-4d7a-b67e-b33e0f069c0c",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Section divider",
            "slug": "section-divider",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4c66-707d-8d1f-6e14547134c7",
            "version": 1,
            "bodyDocId": null,
            "description": "A transitional slide marking the start of a new section.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "1f1e6710-6c80-4b52-ab72-e178c49246f2",
          "evidence": "The slide is titled 'Our Customers' and features a section divider.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 22:09:16.155077+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 27,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 28,
      "type": "evidence",
      "title": "The slide uses a dark-mode left panel for key metrics and a light-mode right panel for logo grids categorized by industry.",
      "function": "illustrate_case",
      "rawType": "client_example",
      "block": null,
      "metadata": {
        "slideType": "client_example",
        "slideTypeCanon": {
          "name": "Client example",
          "slug": "client_example",
          "status": "active",
          "canonId": "019de52d-0c87-77cb-9867-613ae22e95ac",
          "version": 1,
          "description": null
        },
        "function": "illustrate_case",
        "functionCanon": {
          "name": "Illustrate case",
          "slug": "illustrate_case",
          "status": "active",
          "canonId": "019de52d-13b4-772c-bb73-1873612a7463",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 60,
        "componentCount": 9,
        "textChars": 309,
        "nDataPoints": 2,
        "notes": "The slide uses a dark-mode left panel for key metrics and a light-mode right panel for logo grids categorized by industry.",
        "elementsJson": [
          "headline_text",
          "big_number",
          "logo_grid"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:08.383+00",
          "seconds": 2.869,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/28",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-28",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.12,
            "w": 0.45,
            "x": 0.53,
            "y": 0.44
          },
          "kind": "image",
          "text": "Consumer / Retail logos",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Logo grid",
              "slug": "logo-grid",
              "status": "active",
              "canonId": "019de52c-fdd7-7409-93e5-81280a8ca215",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "logo-grid",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:08.383+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3cc7acab-23b8-4a20-a683-96d431abb514",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.45,
            "x": 0.53,
            "y": 0.12
          },
          "kind": "image",
          "text": "Financial Services logos",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Logo grid",
              "slug": "logo-grid",
              "status": "active",
              "canonId": "019de52c-fdd7-7409-93e5-81280a8ca215",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "logo-grid",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:08.383+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4e1d6fcd-094f-44b2-bbb3-82412dc895e8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.45,
            "x": 0.53,
            "y": 0.6
          },
          "kind": "image",
          "text": "Software/Technology logos",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Logo grid",
              "slug": "logo-grid",
              "status": "active",
              "canonId": "019de52c-fdd7-7409-93e5-81280a8ca215",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "logo-grid",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:08.383+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "52054fa0-4d8d-450b-b924-c46c0ebc2bcc",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.45,
            "x": 0.53,
            "y": 0.28
          },
          "kind": "image",
          "text": "Public Sector / Education logos",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Logo grid",
              "slug": "logo-grid",
              "status": "active",
              "canonId": "019de52c-fdd7-7409-93e5-81280a8ca215",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "logo-grid",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:08.383+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c9f74276-f11f-4e42-89c4-c6a3519efce2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.45,
            "x": 0.53,
            "y": 0.76
          },
          "kind": "image",
          "text": "Transportation / Automotive logos",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Logo grid",
              "slug": "logo-grid",
              "status": "active",
              "canonId": "019de52c-fdd7-7409-93e5-81280a8ca215",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "logo-grid",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:08.383+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ca2a44ab-ebf2-4a99-8707-f7ba6de5013e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.2,
            "x": 0.27,
            "y": 0.5
          },
          "kind": "metric",
          "text": "50%+ of Fortune 100 are GitLab customers",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:08.383+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4d8304f3-641b-450c-800e-b22d7c9162ec",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.2,
            "x": 0.05,
            "y": 0.5
          },
          "kind": "metric",
          "text": "30M+ registered users on the GitLab platform",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:08.383+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "60829faf-b1d5-4b84-b4bf-bd3c1eef9b23",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Fortune 100 penetration: 50%+",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:35+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90ec-a3a3a4f17e3f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.2,
            "w": 0.4,
            "x": 0.05,
            "y": 0.2
          },
          "kind": "title",
          "text": "Global customers from a wide-array of verticals trust GitLab",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:08.383+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5f60e9e1-d9bb-4e2d-a5fa-1ff523eddf87",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 29,
      "type": "evidence",
      "title": "The slide features a quote from Nadav Robas (Agoda) alongside three key performance metrics.",
      "function": "illustrate_case",
      "rawType": "testimonial",
      "block": null,
      "metadata": {
        "slideType": "testimonial",
        "slideTypeCanon": {
          "name": "Testimonial",
          "slug": "testimonial",
          "status": "active",
          "canonId": "019de52d-0a2d-7782-8a48-7e84df92cc97",
          "version": 1,
          "description": null
        },
        "function": "illustrate_case",
        "functionCanon": {
          "name": "Illustrate case",
          "slug": "illustrate_case",
          "status": "active",
          "canonId": "019de52d-13b4-772c-bb73-1873612a7463",
          "version": 1,
          "description": null
        },
        "density": "overcrowded",
        "densityScore": 83,
        "componentCount": 12,
        "textChars": 786,
        "nDataPoints": 3,
        "notes": "The slide features a quote from Nadav Robas (Agoda) alongside three key performance metrics.",
        "elementsJson": [
          "quote_block",
          "big_number",
          "logo_grid"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:09.31+00",
          "seconds": 3.311,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/29",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-29",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Consolidating on GitLab allowed us to give our software development team a better experience, and they are a lot happier now.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:35+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90ec-74c6ca0861b7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.2,
            "x": 0.68,
            "y": 0.1
          },
          "kind": "image",
          "text": "GitLab and Agoda logos",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Logo",
              "slug": "logo",
              "status": "active",
              "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "logo",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.31+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4062fc7a-fcff-44cc-80d7-beb2143f8c8d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.1,
            "x": 0.68,
            "y": 0.28
          },
          "kind": "metric",
          "text": "98%+",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.31+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a444e6e2-66ed-4c19-904d-618f7465bb3a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.15,
            "x": 0.68,
            "y": 0.48
          },
          "kind": "metric",
          "text": "3,000/",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.31+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "cd40becf-bcfd-408e-87e0-3429369ea29b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.1,
            "x": 0.68,
            "y": 0.68
          },
          "kind": "metric",
          "text": "17%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.31+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d1cab9ca-6c92-4d57-9dce-6ef642a03b59",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "developer time save: 3,000/",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:35+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90ec-7cf5408c3be8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.3,
            "x": 0.06,
            "y": 0.735
          },
          "kind": "paragraph",
          "text": "Nadav Robas\nDevOps and DevSecOps Manager\nAgoda",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.31+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "94b44104-48fd-475e-83ec-149e32e86757",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.45,
            "w": 0.45,
            "x": 0.06,
            "y": 0.18
          },
          "kind": "quote",
          "text": "Dealing with our sprawling toolchain was a real nightmare for our developers. Consolidating on GitLab allowed us to give our software development team a better experience, and they are a lot happier now.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": null,
            "subkind": {
              "name": "Testimonial",
              "slug": "testimonial",
              "status": "active",
              "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "testimonial",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.31+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "844848ba-1510-418a-8078-bf445db41a7e",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "Dealing with our sprawling toolchain was a real nightmare for our developers. Consolidating on GitLab allowed us to give our software development team a better experience, and they are a lot happier now. — Nadav Robas, DevOps and DevSecOps Manager, Agoda",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:35+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90ec-791e41fb741b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.2,
            "x": 0.68,
            "y": 0.37
          },
          "kind": "subtitle",
          "text": "decrease in build queue time",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Subtitle",
              "slug": "subtitle",
              "status": "active",
              "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce",
              "version": 1,
              "description": "Header-zone supporting text near the title (= ex body.description with bbox)."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.31+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0a2bcd5b-7306-4276-97f1-7d95cb889ebb",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.25,
            "x": 0.68,
            "y": 0.77
          },
          "kind": "subtitle",
          "text": "boost in developer happiness scores",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Subtitle",
              "slug": "subtitle",
              "status": "active",
              "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce",
              "version": 1,
              "description": "Header-zone supporting text near the title (= ex body.description with bbox)."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.31+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "75d37dfc-2aa0-407f-bd8e-e9623414b6cf",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.1,
            "x": 0.85,
            "y": 0.48
          },
          "kind": "subtitle",
          "text": "hours quarter\ndeveloper time save",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Subtitle",
              "slug": "subtitle",
              "status": "active",
              "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce",
              "version": 1,
              "description": "Header-zone supporting text near the title (= ex body.description with bbox)."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.31+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d99289d4-b2e8-4734-8016-30e87802c924",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 30,
      "type": "evidence",
      "title": "The slide features a quote from Glenn Kurowski (CTO of CACI) and quantifies the impact of GitLab adoption.",
      "function": "illustrate_case",
      "rawType": "testimonial",
      "block": null,
      "metadata": {
        "slideType": "testimonial",
        "slideTypeCanon": {
          "name": "Testimonial",
          "slug": "testimonial",
          "status": "active",
          "canonId": "019de52d-0a2d-7782-8a48-7e84df92cc97",
          "version": 1,
          "description": null
        },
        "function": "illustrate_case",
        "functionCanon": {
          "name": "Illustrate case",
          "slug": "illustrate_case",
          "status": "active",
          "canonId": "019de52d-13b4-772c-bb73-1873612a7463",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 70,
        "componentCount": 8,
        "textChars": 674,
        "nDataPoints": 3,
        "notes": "The slide features a quote from Glenn Kurowski (CTO of CACI) and quantifies the impact of GitLab adoption.",
        "elementsJson": [
          "quote_block",
          "big_number",
          "logo_grid"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:12.198+00",
          "seconds": 6.111,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/30",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-30",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.05,
            "w": 0.2,
            "x": 0.7,
            "y": 0.12
          },
          "kind": "image",
          "text": "GitLab CACI",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Logo",
              "slug": "logo",
              "status": "active",
              "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "logo",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:12.198+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c2c3961f-9549-4527-b280-18d83e7ae9aa",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.25,
            "x": 0.7,
            "y": 0.28
          },
          "kind": "metric",
          "text": "90%\nsavings in labor & administration",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:12.198+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9f9505b9-0959-45a2-8e80-4696c43d4ca8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.25,
            "x": 0.7,
            "y": 0.48
          },
          "kind": "metric",
          "text": "13x\nfaster security scanning",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:12.198+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f59ddd24-f1d2-4900-b701-0dbdb5107a12",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.25,
            "x": 0.7,
            "y": 0.68
          },
          "kind": "metric",
          "text": "7 to 1\ntools consolidation",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:12.198+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f7e6720f-ef77-474d-b26d-5a6541a80036",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "savings in labor & administration: 90%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:36+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90ed-1f58a7091f0b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.2,
            "x": 0.35,
            "y": 0.73
          },
          "kind": "paragraph",
          "text": "Glenn Kurowski\nSenior Vice President\nand Chief Technology Officer of CACI",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:12.198+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1d4d05bc-d500-48e6-b553-9cb9192cdacf",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.4,
            "w": 0.5,
            "x": 0.07,
            "y": 0.18
          },
          "kind": "quote",
          "text": "We turned to GitLab to enable us to rethink and disrupt the way we develop and build software swiftly without compromising security. It’s how we enable our agile software development business.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": null,
            "subkind": {
              "name": "Testimonial",
              "slug": "testimonial",
              "status": "active",
              "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "testimonial",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:12.198+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "890aad79-fba6-4a5a-bf5a-4d437864ee9c",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "We turned to GitLab to enable us to rethink and disrupt the way we develop and build software swiftly without compromising security. It’s how we enable our agile software development business. — Glenn Kurowski, Senior Vice President and Chief Technology Officer of CACI",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:36+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90ed-1a8caf1a99d9",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 31,
      "type": "setup",
      "function": "transition",
      "rawType": "section_divider",
      "block": null,
      "metadata": {
        "slideType": "section_divider",
        "slideTypeCanon": {
          "name": "Section divider",
          "slug": "section_divider",
          "status": "active",
          "canonId": "019de52d-066a-7402-9554-6ae504999041",
          "version": 1,
          "description": null
        },
        "function": "transition",
        "functionCanon": {
          "name": "Transition",
          "slug": "transition",
          "status": "active",
          "canonId": "019de52d-1365-7149-92aa-66df859e75fd",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 3,
        "componentCount": 2,
        "textChars": 41,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "headline_text"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:08.727+00",
          "seconds": 2.491,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/31",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-31",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.08,
            "w": 0.1,
            "x": 0.02,
            "y": 0.88
          },
          "kind": "image",
          "text": "GitLab Copyright 2024",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Image",
              "slug": "image",
              "status": "active",
              "canonId": "019de52c-f978-701f-a720-51d029d769e7",
              "version": 1,
              "description": "Photo, illustration, screenshot or icon."
            },
            "tool": null,
            "subkind": {
              "name": "Logo",
              "slug": "logo",
              "status": "active",
              "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "logo",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:08.727+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1fe14e2f-c0a2-4254-9f28-e29925a756aa",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.4,
            "x": 0.05,
            "y": 0.45
          },
          "kind": "title",
          "text": "Financial Highlights",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:08.727+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6923be7a-f578-4d68-954c-6c4f5e888fb2",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 32,
      "type": "analysis",
      "title": "The slide uses a split-screen layout with a dark background for the title and a white background for the metrics.",
      "function": "summarize",
      "rawType": "kpi_dashboard",
      "block": null,
      "metadata": {
        "slideType": "kpi_dashboard",
        "slideTypeCanon": {
          "name": "KPI dashboard",
          "slug": "kpi_dashboard",
          "status": "active",
          "canonId": "019de52d-0be5-7295-af4d-b850fe7b7e65",
          "version": 1,
          "description": null
        },
        "function": "summarize",
        "functionCanon": {
          "name": "Summarize",
          "slug": "summarize",
          "status": "active",
          "canonId": "019de52d-1541-704f-b86f-bf7b75056373",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 69,
        "componentCount": 10,
        "textChars": 400,
        "nDataPoints": 6,
        "notes": "The slide uses a split-screen layout with a dark background for the title and a white background for the metrics.",
        "elementsJson": [
          "big_number",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:13.577+00",
          "seconds": 7.294,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/32",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-32",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.1,
            "w": 0.4,
            "x": 0.05,
            "y": 0.85
          },
          "kind": "disclaimer",
          "text": "1 Definition can be found in the Appendix. 2 Represents growth in revenue from annualized Q4 FY23 to annualized Q4 FY24. 3 See Appendix for reconciliation with most directly comparable GAAP figure.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:13.577+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e6dd3f93-0b17-41b5-a03b-1ddf35bc56d3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.2,
            "x": 0.55,
            "y": 0.65
          },
          "kind": "metric",
          "text": "92% Non-GAAP Gross Margin",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:13.577+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "03acf1cd-2253-46ee-948d-6fd4222474e7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.2,
            "x": 0.75,
            "y": 0.4
          },
          "kind": "metric",
          "text": "955 > $100K Customers",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:13.577+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0e414042-c9ec-4705-af72-5d44e6a6fe48",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.2,
            "x": 0.55,
            "y": 0.15
          },
          "kind": "metric",
          "text": "$655M Run-Rate Revenue",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:13.577+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "233c5e4e-f8a6-421c-92ad-d4a8d4aebc64",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.2,
            "x": 0.55,
            "y": 0.4
          },
          "kind": "metric",
          "text": "8,602 Base Customers",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:13.577+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a1422126-572f-47fb-8a47-224dd1040392",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.2,
            "x": 0.75,
            "y": 0.65
          },
          "kind": "metric",
          "text": "130% Dollar-Based Net Retention",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:13.577+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bd00f7f5-945c-4da7-9ef5-335a5566ca07",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.2,
            "x": 0.75,
            "y": 0.15
          },
          "kind": "metric",
          "text": "33% YoY Run-Rate Revenue Growth",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:13.577+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ff3b5ef4-bc96-4ca4-b9a1-e10140151e5a",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Run-Rate Revenue: $655M",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:35+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90ec-d22dc515ada3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.4,
            "x": 0.05,
            "y": 0.43
          },
          "kind": "title",
          "text": "Financial Highlights",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:13.577+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "df25335b-39f8-41f7-8d0a-d3277afb773e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.2,
            "x": 0.05,
            "y": 0.5
          },
          "kind": "title",
          "text": "Q4 FY'2024",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Subtitle",
              "slug": "subtitle",
              "status": "active",
              "canonId": "019de52c-fb09-739d-900c-815b0d9ac526",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "subtitle",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:13.577+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7f740b38-bef7-4bde-95b2-bff7cffc94ca",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 33,
      "type": "analysis",
      "title": "The chart uses a trend line to emphasize growth momentum.",
      "function": "quantify_impact",
      "rawType": "kpi_dashboard",
      "block": null,
      "metadata": {
        "slideType": "kpi_dashboard",
        "slideTypeCanon": {
          "name": "KPI dashboard",
          "slug": "kpi_dashboard",
          "status": "active",
          "canonId": "019de52d-0be5-7295-af4d-b850fe7b7e65",
          "version": 1,
          "description": null
        },
        "function": "quantify_impact",
        "functionCanon": {
          "name": "Quantify impact",
          "slug": "quantify_impact",
          "status": "active",
          "canonId": "019de52d-1630-720d-b57d-fa7f76bebd8d",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 45,
        "componentCount": 7,
        "textChars": 175,
        "nDataPoints": 9,
        "notes": "The chart uses a trend line to emphasize growth momentum.",
        "elementsJson": [
          "headline_text",
          "bar_chart_vertical",
          "big_number",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:09.45+00",
          "seconds": 2.985,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/33",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-33",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.6,
            "w": 0.6,
            "x": 0.3,
            "y": 0.3
          },
          "kind": "chart",
          "text": "Run-Rate Revenue growth from Q4-FY22 to Q4-FY24",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Vertical bar chart",
              "slug": "bar-vertical",
              "status": "active",
              "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bar-vertical",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.45+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b005b084-68e0-4e86-b790-652e9c74547e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.1,
            "x": 0.83,
            "y": 0.13
          },
          "kind": "metric",
          "text": "33%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": null,
            "subkind": {
              "name": "Big number",
              "slug": "big-number",
              "status": "active",
              "canonId": "019de52c-fc70-70c8-b965-0584548a9204",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "big-number",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.45+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "314cecfe-f7f5-4e26-8644-a61fe03f14c9",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Run-Rate Revenue: 33%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:35+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90ec-bd4783a3c638",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.1,
            "x": 0.83,
            "y": 0.21
          },
          "kind": "paragraph",
          "text": "YOY Growth",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.45+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9ecf2f0b-90cc-48a2-9a5e-f9e28d9c9432",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.15,
            "x": 0.11,
            "y": 0.86
          },
          "kind": "source-note",
          "text": "1 Definition can be found in the Appendix.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.45+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "70a4e93c-c7f6-4f66-aee7-801d559ae914",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.4,
            "x": 0.04,
            "y": 0.13
          },
          "kind": "title",
          "text": "Strong Momentum at Scale",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.45+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a6b865c0-c7f0-4e4c-89b4-9aebb1edede5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.25,
            "x": 0.04,
            "y": 0.21
          },
          "kind": "title",
          "text": "Run-Rate Revenue¹ (millions)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Subtitle",
              "slug": "subtitle",
              "status": "active",
              "canonId": "019de52c-fb09-739d-900c-815b0d9ac526",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "subtitle",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.45+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4e3e1122-9962-449b-b619-5c7de1bce232",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 34,
      "type": "analysis",
      "title": "The slide tracks two key customer metrics over time, highlighting consistent growth.",
      "function": "quantify_impact",
      "rawType": "kpi_dashboard",
      "block": null,
      "metadata": {
        "slideType": "kpi_dashboard",
        "slideTypeCanon": {
          "name": "KPI dashboard",
          "slug": "kpi_dashboard",
          "status": "active",
          "canonId": "019de52d-0be5-7295-af4d-b850fe7b7e65",
          "version": 1,
          "description": null
        },
        "function": "quantify_impact",
        "functionCanon": {
          "name": "Quantify impact",
          "slug": "quantify_impact",
          "status": "active",
          "canonId": "019de52d-1630-720d-b57d-fa7f76bebd8d",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 28,
        "componentCount": 5,
        "textChars": 130,
        "nDataPoints": 18,
        "notes": "The slide tracks two key customer metrics over time, highlighting consistent growth.",
        "elementsJson": [
          "headline_text",
          "bar_chart_vertical",
          "bar_chart_vertical",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:09.439+00",
          "seconds": 2.616,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/34",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-34",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.55,
            "w": 0.43,
            "x": 0.52,
            "y": 0.29
          },
          "kind": "chart",
          "text": "Customers Generating > $100k ARR",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Vertical bar chart",
              "slug": "bar-vertical",
              "status": "active",
              "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bar-vertical",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.439+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f34d24e6-2a3c-4c11-8e51-7689b1ce99e3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.55,
            "w": 0.43,
            "x": 0.05,
            "y": 0.29
          },
          "kind": "chart",
          "text": "Base Customers",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Vertical bar chart",
              "slug": "bar-vertical",
              "status": "active",
              "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bar-vertical",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.439+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fe0c1b53-c81f-4ab5-b21f-9660fa43fd14",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Customer Count: 8,602",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:35+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90ec-fcde48cb63d9",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.2,
            "x": 0.11,
            "y": 0.89
          },
          "kind": "source-note",
          "text": "1 Definition can be found in the Appendix.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.439+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "af8441df-7485-4769-8021-7f82aa9b7fec",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.3,
            "x": 0.04,
            "y": 0.13
          },
          "kind": "title",
          "text": "Growing Customer Base",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.439+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "85e40d6c-099e-4abb-90b6-116605804697",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 35,
      "type": "analysis",
      "title": "The slide highlights operational efficiency improvements alongside consistent gross margins.",
      "function": "quantify_impact",
      "rawType": "kpi_dashboard",
      "block": null,
      "metadata": {
        "slideType": "kpi_dashboard",
        "slideTypeCanon": {
          "name": "KPI dashboard",
          "slug": "kpi_dashboard",
          "status": "active",
          "canonId": "019de52d-0be5-7295-af4d-b850fe7b7e65",
          "version": 1,
          "description": null
        },
        "function": "quantify_impact",
        "functionCanon": {
          "name": "Quantify impact",
          "slug": "quantify_impact",
          "status": "active",
          "canonId": "019de52d-1630-720d-b57d-fa7f76bebd8d",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 34,
        "componentCount": 5,
        "textChars": 254,
        "nDataPoints": 36,
        "notes": "The slide highlights operational efficiency improvements alongside consistent gross margins.",
        "elementsJson": [
          "headline_text",
          "bar_chart_vertical",
          "bar_chart_stacked",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:09.547+00",
          "seconds": 2.679,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/35",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-35",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.45,
            "w": 0.45,
            "x": 0.52,
            "y": 0.35
          },
          "kind": "chart",
          "text": "Non-GAAP Operating Expenses (% of Revenue)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Stacked bar chart (100%)",
              "slug": "bar-stacked-100pct",
              "status": "active",
              "canonId": "019de52c-ff14-71b8-8d88-860f8d7da84b",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bar-stacked-100pct",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.547+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3731f4a7-9193-4e75-87af-f85e6bc8ea0e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.45,
            "w": 0.45,
            "x": 0.04,
            "y": 0.35
          },
          "kind": "chart",
          "text": "Non-GAAP Gross Margin",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Vertical bar chart",
              "slug": "bar-vertical",
              "status": "active",
              "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bar-vertical",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.547+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e5e96116-7893-4b20-be93-96229f143276",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Non-GAAP Operating Expenses: 92%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:35+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90ec-e54dec5cbabc",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.5,
            "x": 0.04,
            "y": 0.9
          },
          "kind": "source-note",
          "text": "1 Non-GAAP metrics-see Appendix for reconciliation with most directly comparable GAAP figure.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.547+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "73b47c09-3f4c-46ab-9da4-c958eb0eb4b9",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.6,
            "x": 0.04,
            "y": 0.13
          },
          "kind": "title",
          "text": "Continued Investment in Growth with Significant Operating Leverage",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.547+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a7eba469-8b77-4bbc-8e1f-fb764316df00",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 36,
      "type": "analysis",
      "title": "The slide uses two bar charts to show financial performance trends from Q4-FY22 to Q4-FY24.",
      "function": "quantify_impact",
      "rawType": "kpi_dashboard",
      "block": null,
      "metadata": {
        "slideType": "kpi_dashboard",
        "slideTypeCanon": {
          "name": "KPI dashboard",
          "slug": "kpi_dashboard",
          "status": "active",
          "canonId": "019de52d-0be5-7295-af4d-b850fe7b7e65",
          "version": 1,
          "description": null
        },
        "function": "quantify_impact",
        "functionCanon": {
          "name": "Quantify impact",
          "slug": "quantify_impact",
          "status": "active",
          "canonId": "019de52d-1630-720d-b57d-fa7f76bebd8d",
          "version": 1,
          "description": null
        },
        "density": "dense",
        "densityScore": 61,
        "componentCount": 8,
        "textChars": 364,
        "nDataPoints": 16,
        "notes": "The slide uses two bar charts to show financial performance trends from Q4-FY22 to Q4-FY24.",
        "elementsJson": [
          "headline_text",
          "bar_chart_vertical",
          "bar_chart_vertical"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:09.357+00",
          "seconds": 2.486,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/36",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-36",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Increasing operating leverage and Cash efficient business.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:36+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90ed-32480b274d48",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.3,
            "w": 0.4,
            "x": 0.05,
            "y": 0.295
          },
          "kind": "chart",
          "text": "Non-GAAP Operating Income / (Loss) (% of Revenue)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Vertical bar chart",
              "slug": "bar-vertical",
              "status": "active",
              "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bar-vertical",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.357+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "588bf1f1-8365-42dd-a78d-7c0e231b0ce0",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.3,
            "w": 0.4,
            "x": 0.55,
            "y": 0.295
          },
          "kind": "chart",
          "text": "GAAP Operating Cash Flow (% of Revenue)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Chart",
              "slug": "chart",
              "status": "active",
              "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8",
              "version": 1,
              "description": "Quantitative chart."
            },
            "tool": null,
            "subkind": {
              "name": "Vertical bar chart",
              "slug": "bar-vertical",
              "status": "active",
              "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bar-vertical",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.357+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c431ccdf-4666-4972-ab53-d3f27d593ce0",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Operating Margin: 8%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:36+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90ed-345fbd89fbc3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.15,
            "x": 0.75,
            "y": 0.72
          },
          "kind": "paragraph",
          "text": "Cash efficient business",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.357+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "82291095-4eeb-4878-8980-6e380e069bf2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.15,
            "x": 0.25,
            "y": 0.72
          },
          "kind": "paragraph",
          "text": "Increasing operating leverage",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.357+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9efd3dcb-b3cd-4851-bc9a-a540df5b8d6f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.5,
            "x": 0.05,
            "y": 0.9
          },
          "kind": "source-note",
          "text": "1 Non-GAAP metrics-see Appendix for reconciliation with most directly comparable GAAP figure.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.357+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d18cdfab-459e-4b5c-968a-4cf3113e84ce",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.5,
            "x": 0.05,
            "y": 0.12
          },
          "kind": "title",
          "text": "Driving Operating Efficiency While Maintaining Growth",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.357+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2a1c6313-9be8-44fc-bf09-581dd5ae1f45",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 37,
      "type": "analysis",
      "function": "summarize",
      "rawType": "industry_trends",
      "block": null,
      "metadata": {
        "slideType": "industry_trends",
        "slideTypeCanon": {
          "name": "Industry trends",
          "slug": "industry_trends",
          "status": "active",
          "canonId": "019de52d-0b1d-7705-a0e0-c663199cd1fa",
          "version": 1,
          "description": null
        },
        "function": "summarize",
        "functionCanon": {
          "name": "Summarize",
          "slug": "summarize",
          "status": "active",
          "canonId": "019de52d-1541-704f-b86f-bf7b75056373",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 18,
        "componentCount": 3,
        "textChars": 254,
        "nDataPoints": 1,
        "notes": null,
        "elementsJson": [
          "headline_text",
          "icon_grid"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:08.862+00",
          "seconds": 1.675,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/37",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-37",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.6,
            "w": 0.9,
            "x": 0.05,
            "y": 0.25
          },
          "kind": "list",
          "text": "Platform shift is still early, estimated $40B TAM\nHigh productivity helps reduce growing cost of quality engineers\nUltimate penetration has room to expand\nLarge and growing number of open source registrations\nStrong ARPU growth",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:08.862+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c68711a2-f12d-41fb-bdd6-efa60805ebe2",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "TAM: $40B",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:36+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90ed-9c48bc819d30",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.25,
            "x": 0.04,
            "y": 0.13
          },
          "kind": "title",
          "text": "Enduring Tailwinds",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:08.862+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "423f9220-835f-434d-8a25-e3b7bbc86865",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 38,
      "type": "analysis",
      "title": "The slide provides forward-looking financial guidance for GitLab.",
      "function": "summarize",
      "rawType": "financial_analysis",
      "block": null,
      "metadata": {
        "slideType": "financial_analysis",
        "slideTypeCanon": {
          "name": "Financial analysis",
          "slug": "financial_analysis",
          "status": "active",
          "canonId": "019de52d-0b45-709c-bfcc-0cf83dd00f13",
          "version": 1,
          "description": null
        },
        "function": "summarize",
        "functionCanon": {
          "name": "Summarize",
          "slug": "summarize",
          "status": "active",
          "canonId": "019de52d-1541-704f-b86f-bf7b75056373",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 38,
        "componentCount": 5,
        "textChars": 387,
        "nDataPoints": 12,
        "notes": "The slide provides forward-looking financial guidance for GitLab.",
        "elementsJson": [
          "data_table",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:09.598+00",
          "seconds": 2.377,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/38",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-38",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "metric",
          "text": "Revenue: $725.0 - $731.0",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:36+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90ed-486f597ec1d9",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.025,
            "w": 0.535,
            "x": 0.044,
            "y": 0.213
          },
          "kind": "paragraph",
          "text": "First Quarter and Fiscal Year 2025 ($ in millions, except per share data)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4",
              "version": 1,
              "description": "Single prose block in the body of a slide."
            },
            "tool": null,
            "subkind": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.598+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d4bb8b9e-acbc-48e5-86ea-5af06c89a03d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.025,
            "w": 0.776,
            "x": 0.112,
            "y": 0.895
          },
          "kind": "source-note",
          "text": "Note: Non-GAAP diluted net income (loss) per share assuming approximately 158 million and 168 million weighted average shares outstanding during Q1 FY2025 and FY2025, respectively.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.598+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c61f8280-51e4-49c3-bb83-66d6fc4f53a7",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.205,
            "w": 0.776,
            "x": 0.112,
            "y": 0.368
          },
          "kind": "table",
          "text": "Revenue, Non-GAAP Operating Income / (Loss), Non-GAAP Net Income per Share for Q1 and FY 2025",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.598+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ee79db8f-972a-4b3b-af44-0f7db8f6c1c4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.038,
            "w": 0.222,
            "x": 0.044,
            "y": 0.138
          },
          "kind": "title",
          "text": "Financial Outlook",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.598+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4464151d-b36e-4658-b79d-fde09c5bf1e8",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 39,
      "type": "analysis",
      "title": "Fiscal year ends January 31. Numbers are rounded for presentation purposes.",
      "function": "analyze_data",
      "rawType": "appendix_data",
      "block": null,
      "metadata": {
        "slideType": "appendix_data",
        "slideTypeCanon": {
          "name": "Appendix data",
          "slug": "appendix_data",
          "status": "active",
          "canonId": "019de52d-078a-745b-9ee4-c15f2f539acd",
          "version": 1,
          "description": null
        },
        "function": "analyze_data",
        "functionCanon": {
          "name": "Analyze data",
          "slug": "analyze_data",
          "status": "active",
          "canonId": "019de52d-1590-7413-8c82-cc218cff40b4",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 37,
        "componentCount": 5,
        "textChars": 340,
        "nDataPoints": 24,
        "notes": "Fiscal year ends January 31. Numbers are rounded for presentation purposes.",
        "elementsJson": [
          "data_table",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:12.578+00",
          "seconds": 5.161,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/39",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-39",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.013,
            "w": 0.441,
            "x": 0.111,
            "y": 0.888
          },
          "kind": "disclaimer",
          "text": "Note: Fiscal year ends January 31. Numbers are rounded for presentation purposes.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:12.578+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "75bd97d0-a0b7-4621-abd5-38311571630f",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Non-GAAP Gross Profit Margin %: 92%",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:36+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90ed-8a839a602d1c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.825,
            "x": 0.111,
            "y": 0.368
          },
          "kind": "table",
          "text": "GAAP Gross Profit, Stock-based Compensation Expense, Amortization of Intangible Assets, Restructuring Charges, Non-GAAP Gross Profit, Non-GAAP Gross Profit Margin %",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:12.578+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7c75bd37-7222-4ce9-aef6-1714b365e216",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.044,
            "w": 0.435,
            "x": 0.044,
            "y": 0.138
          },
          "kind": "title",
          "text": "GAAP to Non-GAAP Reconciliation",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:12.578+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5a5a4d8d-34e0-48e7-85d0-38ac29e0d060",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.031,
            "w": 0.255,
            "x": 0.044,
            "y": 0.203
          },
          "kind": "title",
          "text": "Gross Profit ($ in thousands)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Subtitle",
              "slug": "subtitle",
              "status": "active",
              "canonId": "019de52c-fb09-739d-900c-815b0d9ac526",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "subtitle",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:12.578+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c8eab96c-f0e8-4430-876b-85ac637e11e4",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 40,
      "type": "analysis",
      "title": "Fiscal year ends January 31. Numbers are rounded for presentation purposes.",
      "function": "analyze_data",
      "rawType": "appendix_data",
      "block": null,
      "metadata": {
        "slideType": "appendix_data",
        "slideTypeCanon": {
          "name": "Appendix data",
          "slug": "appendix_data",
          "status": "active",
          "canonId": "019de52d-078a-745b-9ee4-c15f2f539acd",
          "version": 1,
          "description": null
        },
        "function": "analyze_data",
        "functionCanon": {
          "name": "Analyze data",
          "slug": "analyze_data",
          "status": "active",
          "canonId": "019de52d-1590-7413-8c82-cc218cff40b4",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 33,
        "componentCount": 5,
        "textChars": 244,
        "nDataPoints": 20,
        "notes": "Fiscal year ends January 31. Numbers are rounded for presentation purposes.",
        "elementsJson": [
          "data_table",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:10.252+00",
          "seconds": 2.835,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/40",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-40",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.013,
            "w": 0.338,
            "x": 0.112,
            "y": 0.888
          },
          "kind": "disclaimer",
          "text": "Note: Fiscal year ends January 31. Numbers are rounded for presentation purposes.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:10.252+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0b161f23-93b7-40b6-844f-d1141b6cd290",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Non-GAAP Sales & Marketing Expense: $283,816",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:37+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90ed-cdca4441e862",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.244,
            "w": 0.776,
            "x": 0.112,
            "y": 0.364
          },
          "kind": "table",
          "text": "Sales & Marketing Expense reconciliation table",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:10.252+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "91fe5cbb-12b3-4ec2-a247-6972f5affe98",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.038,
            "w": 0.355,
            "x": 0.044,
            "y": 0.138
          },
          "kind": "title",
          "text": "GAAP to Non-GAAP Reconciliation",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:10.252+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "81178bb6-68b5-48da-bfdc-a579f8ba8ba3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.028,
            "w": 0.285,
            "x": 0.044,
            "y": 0.206
          },
          "kind": "title",
          "text": "Sales & Marketing Expense ($ in thousands)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Subtitle",
              "slug": "subtitle",
              "status": "active",
              "canonId": "019de52c-fb09-739d-900c-815b0d9ac526",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "subtitle",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:10.252+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6deb0d68-3c5d-48b9-9be2-c2992165bb32",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 41,
      "type": "analysis",
      "title": "Fiscal year ends January 31. Numbers are rounded for presentation purposes.",
      "function": "analyze_data",
      "rawType": "appendix_data",
      "block": null,
      "metadata": {
        "slideType": "appendix_data",
        "slideTypeCanon": {
          "name": "Appendix data",
          "slug": "appendix_data",
          "status": "active",
          "canonId": "019de52d-078a-745b-9ee4-c15f2f539acd",
          "version": 1,
          "description": null
        },
        "function": "analyze_data",
        "functionCanon": {
          "name": "Analyze data",
          "slug": "analyze_data",
          "status": "active",
          "canonId": "019de52d-1590-7413-8c82-cc218cff40b4",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 38,
        "componentCount": 5,
        "textChars": 353,
        "nDataPoints": 20,
        "notes": "Fiscal year ends January 31. Numbers are rounded for presentation purposes.",
        "elementsJson": [
          "data_table",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:12.516+00",
          "seconds": 5.075,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/41",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-41",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.015,
            "w": 0.395,
            "x": 0.112,
            "y": 0.885
          },
          "kind": "disclaimer",
          "text": "Note: Fiscal year ends January 31. Numbers are rounded for presentation purposes.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:12.516+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "0a86e937-f001-47aa-8111-b3508caa05d4",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Non-GAAP Research & Development Expense: $147,917",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:38+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90ee-24370d39798c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.335,
            "w": 0.845,
            "x": 0.112,
            "y": 0.365
          },
          "kind": "table",
          "text": "Research & Development Expense, Stock-based Compensation Expense, Restructuring Charges, Non-GAAP Research & Development Expense, As % of Revenue",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:12.516+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "caa1416a-d79f-4ca4-9ce5-cbc214db88a6",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.045,
            "w": 0.435,
            "x": 0.044,
            "y": 0.138
          },
          "kind": "title",
          "text": "GAAP to Non-GAAP Reconciliation",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:12.516+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "88cc8e43-326c-41a9-b7bb-fd7fb23988ed",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.028,
            "w": 0.365,
            "x": 0.044,
            "y": 0.205
          },
          "kind": "title",
          "text": "Research & Development Expense ($ in thousands)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Subtitle",
              "slug": "subtitle",
              "status": "active",
              "canonId": "019de52c-fb09-739d-900c-815b0d9ac526",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "subtitle",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:12.516+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f3b416c4-5fda-4ac9-9d93-d51031d6c676",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 42,
      "type": "analysis",
      "title": "Fiscal year ends January 31. Numbers are rounded for presentation purposes.",
      "function": "analyze_data",
      "rawType": "appendix_data",
      "block": null,
      "metadata": {
        "slideType": "appendix_data",
        "slideTypeCanon": {
          "name": "Appendix data",
          "slug": "appendix_data",
          "status": "active",
          "canonId": "019de52d-078a-745b-9ee4-c15f2f539acd",
          "version": 1,
          "description": null
        },
        "function": "analyze_data",
        "functionCanon": {
          "name": "Analyze data",
          "slug": "analyze_data",
          "status": "active",
          "canonId": "019de52d-1590-7413-8c82-cc218cff40b4",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 36,
        "componentCount": 5,
        "textChars": 296,
        "nDataPoints": 32,
        "notes": "Fiscal year ends January 31. Numbers are rounded for presentation purposes.",
        "elementsJson": [
          "data_table",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:14.519+00",
          "seconds": 6.954,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/42",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-42",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.014,
            "w": 0.339,
            "x": 0.109,
            "y": 0.888
          },
          "kind": "disclaimer",
          "text": "Note: Fiscal year ends January 31. Numbers are rounded for presentation purposes.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:14.519+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fdf47a1b-d463-41f1-9d85-25ea8c9eb433",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Non-GAAP General & Administrative Expense: $98,761",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:36+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90ed-76d6c9e34cff",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.556,
            "w": 0.911,
            "x": 0.044,
            "y": 0.286
          },
          "kind": "table",
          "text": "Reconciliation table with rows for expense categories and columns for fiscal periods.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:14.519+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b297193c-a0f5-4a89-8c82-e97470806d97",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.044,
            "w": 0.398,
            "x": 0.044,
            "y": 0.138
          },
          "kind": "title",
          "text": "GAAP to Non-GAAP Reconciliation",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:14.519+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "84639aa0-a41d-4eae-996e-ce5ae7d73cb0",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.028,
            "w": 0.375,
            "x": 0.044,
            "y": 0.206
          },
          "kind": "title",
          "text": "General & Administrative Expense ($ in thousands)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Subtitle",
              "slug": "subtitle",
              "status": "active",
              "canonId": "019de52c-fb09-739d-900c-815b0d9ac526",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "subtitle",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:14.519+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6db5c428-47cf-4c7b-8484-77a08499562f",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 43,
      "type": "analysis",
      "title": "Fiscal year ends January 31. Numbers are rounded for presentation purposes.",
      "function": "analyze_data",
      "rawType": "appendix_data",
      "block": null,
      "metadata": {
        "slideType": "appendix_data",
        "slideTypeCanon": {
          "name": "Appendix data",
          "slug": "appendix_data",
          "status": "active",
          "canonId": "019de52d-078a-745b-9ee4-c15f2f539acd",
          "version": 1,
          "description": null
        },
        "function": "analyze_data",
        "functionCanon": {
          "name": "Analyze data",
          "slug": "analyze_data",
          "status": "active",
          "canonId": "019de52d-1590-7413-8c82-cc218cff40b4",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 45,
        "componentCount": 5,
        "textChars": 505,
        "nDataPoints": 36,
        "notes": "Fiscal year ends January 31. Numbers are rounded for presentation purposes.",
        "elementsJson": [
          "data_table"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:09.788+00",
          "seconds": 2.179,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/43",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-43",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.02,
            "w": 0.4,
            "x": 0.11,
            "y": 0.89
          },
          "kind": "disclaimer",
          "text": "Note: Fiscal year ends January 31. Numbers are rounded for presentation purposes.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.788+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "26c15b34-f10a-4759-a26f-35b851b4d96f",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Non-GAAP Operating Income: $13,236",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:36+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90ed-aed2d3586c32",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.25,
            "x": 0.04,
            "y": 0.2
          },
          "kind": "subtitle",
          "text": "Operating Loss ($ in thousands)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Subtitle",
              "slug": "subtitle",
              "status": "active",
              "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce",
              "version": 1,
              "description": "Header-zone supporting text near the title (= ex body.description with bbox)."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.788+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "39994211-5055-4ae5-8975-9a98a4d3adb5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.55,
            "w": 0.85,
            "x": 0.11,
            "y": 0.28
          },
          "kind": "table",
          "text": "GAAP Operating Loss, Stock-based Compensation Expense, Amortization of Intangible Assets, Restructuring Charges, Charitable Donation of Common Stock, Change in Fair Value of Acquisition Related Contingent Consideration, Other Non-recurring Charges, Non-GAAP Operating Income / (Loss), Non-GAAP Operating Income / (Loss) Margin %",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.788+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9dea2ce4-1023-4f53-8792-c4e772e017fe",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.45,
            "x": 0.04,
            "y": 0.13
          },
          "kind": "title",
          "text": "GAAP to Non-GAAP Reconciliation",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.788+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "57699084-f1bf-42c6-9a36-be5b1e8ad2e3",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Table data",
            "slug": "table-data",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d",
            "version": 1,
            "bodyDocId": null,
            "description": "Tabular layouts of structured data.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "14756491-7831-4019-8c62-65fbe6fdf9aa",
          "evidence": "table/data: GAAP Operating Loss, Stock-based Compensation Expense, Amortization of Intangible Assets, Restructuring Charges, Charitable Donation of Common Stock, Change in Fair Value of Acquisition Related Contingent Con",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 22:09:07.461261+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 43,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 44,
      "type": "analysis",
      "title": "Fiscal year ends January 31. Numbers are rounded for presentation purposes.",
      "function": "analyze_data",
      "rawType": "appendix_data",
      "block": null,
      "metadata": {
        "slideType": "appendix_data",
        "slideTypeCanon": {
          "name": "Appendix data",
          "slug": "appendix_data",
          "status": "active",
          "canonId": "019de52d-078a-745b-9ee4-c15f2f539acd",
          "version": 1,
          "description": null
        },
        "function": "analyze_data",
        "functionCanon": {
          "name": "Analyze data",
          "slug": "analyze_data",
          "status": "active",
          "canonId": "019de52d-1590-7413-8c82-cc218cff40b4",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 37,
        "componentCount": 5,
        "textChars": 308,
        "nDataPoints": 52,
        "notes": "Fiscal year ends January 31. Numbers are rounded for presentation purposes.",
        "elementsJson": [
          "data_table"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:09.98+00",
          "seconds": 2.345,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/44",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-44",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.02,
            "w": 0.35,
            "x": 0.11,
            "y": 0.89
          },
          "kind": "disclaimer",
          "text": "Note: Fiscal year ends January 31. Numbers are rounded for presentation purposes.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.98+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "93f942ce-363b-48e4-8c88-e506b6bac316",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Non-GAAP Net Income: $25,044",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:37+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90ed-f89143f45ab9",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.45,
            "x": 0.04,
            "y": 0.19
          },
          "kind": "subtitle",
          "text": "Net Income / (Loss) Attributable to GitLab ($ in thousands)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Subtitle",
              "slug": "subtitle",
              "status": "active",
              "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce",
              "version": 1,
              "description": "Header-zone supporting text near the title (= ex body.description with bbox)."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.98+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f6e40629-662a-419b-be48-e22772acf6cf",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.65,
            "w": 0.92,
            "x": 0.04,
            "y": 0.25
          },
          "kind": "table",
          "text": "Reconciliation table with rows for GAAP adjustments and columns for FY2023, FY2024, Q4 FY2023, and Q4 FY2024.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.98+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e0cccf80-96e7-4968-8866-7b041105d086",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.45,
            "x": 0.04,
            "y": 0.13
          },
          "kind": "title",
          "text": "GAAP to Non-GAAP Reconciliation",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.98+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ddc85412-91dc-4a2b-b282-c2cd362c1818",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Table data",
            "slug": "table-data",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d",
            "version": 1,
            "bodyDocId": null,
            "description": "Tabular layouts of structured data.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "01c9c998-cb69-48f5-917d-27fa53f5e5c5",
          "evidence": "table/data: Reconciliation table with rows for GAAP adjustments and columns for FY2023, FY2024, Q4 FY2023, and Q4 FY2024.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 22:09:07.528526+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 44,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 45,
      "type": "analysis",
      "title": "Fiscal year ends January 31. Numbers are rounded for presentation purposes.",
      "function": "analyze_data",
      "rawType": "appendix_data",
      "block": null,
      "metadata": {
        "slideType": "appendix_data",
        "slideTypeCanon": {
          "name": "Appendix data",
          "slug": "appendix_data",
          "status": "active",
          "canonId": "019de52d-078a-745b-9ee4-c15f2f539acd",
          "version": 1,
          "description": null
        },
        "function": "analyze_data",
        "functionCanon": {
          "name": "Analyze data",
          "slug": "analyze_data",
          "status": "active",
          "canonId": "019de52d-1590-7413-8c82-cc218cff40b4",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 34,
        "componentCount": 5,
        "textChars": 295,
        "nDataPoints": 12,
        "notes": "Fiscal year ends January 31. Numbers are rounded for presentation purposes.",
        "elementsJson": [
          "data_table"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:13.882+00",
          "seconds": 6.225,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/45",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-45",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "metric",
          "text": "Free Cash Flow: $24,524",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Metric",
              "slug": "metric",
              "status": "active",
              "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d",
              "version": 1,
              "description": "Big-number or KPI value."
            },
            "tool": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-27 03:20:37+00",
            "model": "or:google/gemini-3.1-flash-lite-preview",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd952-6d55-7689-90ee-096fb9e9ff49",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.013,
            "w": 0.338,
            "x": 0.113,
            "y": 0.888
          },
          "kind": "source-note",
          "text": "Note: Fiscal year ends January 31. Numbers are rounded for presentation purposes.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Source note",
              "slug": "source-note",
              "status": "active",
              "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948",
              "version": 1,
              "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:13.882+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9bb90a43-e131-44bb-a665-3ff3baf127ff",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.225,
            "w": 0.788,
            "x": 0.113,
            "y": 0.378
          },
          "kind": "table",
          "text": "Net Cash Provided by / (Used in) Operating Activities, Purchases of Property and Equipment, Free Cash Flow",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Table",
              "slug": "table",
              "status": "active",
              "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28",
              "version": 1,
              "description": "Tabular data layout."
            },
            "tool": null,
            "subkind": {
              "name": "Data table",
              "slug": "data",
              "status": "active",
              "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "data",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:13.882+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "40085d8c-c9b0-4f86-807d-2c28be4e7c83",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.038,
            "w": 0.355,
            "x": 0.044,
            "y": 0.138
          },
          "kind": "title",
          "text": "GAAP to Non-GAAP Reconciliation",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:13.882+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "aff2cd20-0175-419a-a00b-ba43c3321bd4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.025,
            "w": 0.338,
            "x": 0.044,
            "y": 0.188
          },
          "kind": "title",
          "text": "Operating Cash Flow to Free Cash Flow ($ in thousands)",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Subtitle",
              "slug": "subtitle",
              "status": "active",
              "canonId": "019de52c-fb09-739d-900c-815b0d9ac526",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "subtitle",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:13.882+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "58f11ffa-85cf-4300-9f7d-40cc67bc1b67",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Table data",
            "slug": "table-data",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d",
            "version": 1,
            "bodyDocId": null,
            "description": "Tabular layouts of structured data.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "e48481f1-cb00-4f5d-9852-15f04355a926",
          "evidence": "table/data: Net Cash Provided by / (Used in) Operating Activities, Purchases of Property and Equipment, Free Cash Flow",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 22:09:07.597523+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 45,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 46,
      "type": "appendix",
      "function": "appendix",
      "rawType": "appendix",
      "block": null,
      "metadata": {
        "slideType": "appendix",
        "slideTypeCanon": {
          "name": "Appendix",
          "slug": "appendix",
          "status": "active",
          "canonId": "019de52d-0762-71f8-b564-89ab863301cc",
          "version": 1,
          "description": null
        },
        "function": "appendix",
        "functionCanon": {
          "name": "Appendix",
          "slug": "appendix",
          "status": "active",
          "canonId": "019de52d-138d-750b-83c3-49b4bc7a7a38",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 0,
        "componentCount": 1,
        "textChars": 8,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": [
          "headline_text"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:09.658+00",
          "seconds": 1.924,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/46",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-46",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.1,
            "w": 0.25,
            "x": 0.07,
            "y": 0.45
          },
          "kind": "title",
          "text": "Appendix",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:09.658+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "52a2195b-7aa8-4655-a897-66e377d8f711",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 47,
      "type": "setup",
      "function": "summarize",
      "rawType": "appendix_disclosure",
      "block": null,
      "metadata": {
        "slideType": "appendix_disclosure",
        "slideTypeCanon": {
          "name": "Appendix disclosure",
          "slug": "appendix_disclosure",
          "status": "active",
          "canonId": "019de52d-07b2-7549-8e8b-932a19f6e616",
          "version": 1,
          "description": null
        },
        "function": "summarize",
        "functionCanon": {
          "name": "Summarize",
          "slug": "summarize",
          "status": "active",
          "canonId": "019de52d-1541-704f-b86f-bf7b75056373",
          "version": 1,
          "description": null
        },
        "density": "balanced",
        "densityScore": 42,
        "componentCount": 2,
        "textChars": 1451,
        "nDataPoints": 1,
        "notes": null,
        "elementsJson": [
          "headline_text",
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 17:14:13.787+00",
          "seconds": 5.875,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-5efe-75c0-8e00-7a631962de13/47",
        "deck": "/decks/019dd923-5efe-75c0-8e00-7a631962de13",
        "deckAnchor": "/decks/019dd923-5efe-75c0-8e00-7a631962de13#slide-47",
        "deckJson": "/decks/019dd923-5efe-75c0-8e00-7a631962de13.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.65,
            "w": 0.92,
            "x": 0.04,
            "y": 0.23
          },
          "kind": "list",
          "text": "Customer: a single organization with separate subsidiaries, segments, or divisions that use The one DevOps Platform is considered a single customer for determining each organization’s ARR. Reseller or distributor channel partners are not counted as customers. In cases where customers subscribe to The One DevOps Platform through our channel partners, each end customer is counted separately.\nBase Customers: customers generating $5,000 or more in ARR.\nMonthly Recurring Revenue (“MRR”): aggregate monthly revenue for all customers during that month from committed contractual amounts of subscriptions, including self-managed and SaaS offerings but excluding professional services.\nAnnual Recurring Revenue (“ARR”): monthly recurring revenue multiplied by 12.\nCurrent Period ARR: includes any upsells, price adjustments, user growth within a customer, contraction, and attrition.\nDollar-Based Net Retention: the percentage change in ARR derived from the customer base at a point in time. Calculated as of a period end by starting with customers as of 12 months prior to such period end (“Prior Period ARR”). Then ARR for the same customers is calculated as of the current period end (“Current Period ARR”). Then divide the total Current Period ARR by the total Prior Period ARR to arrive at the Dollar-Based Net Retention Rate.\nRun-Rate Revenue: the sum of the most recent three months of revenue at the end of each quarter multiplied by 4.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "List",
              "slug": "list",
              "status": "active",
              "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2",
              "version": 1,
              "description": "Bullet or numbered list."
            },
            "tool": null,
            "subkind": {
              "name": "Bullet list",
              "slug": "bullet",
              "status": "active",
              "canonId": "019de52c-fc98-7169-a083-5cab805076ca",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "bullet",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:13.787+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "78742999-60e8-4293-9333-ef161bf0d3ca",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.22,
            "x": 0.04,
            "y": 0.12
          },
          "kind": "title",
          "text": "Definitions",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Title",
              "slug": "title",
              "status": "active",
              "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4",
              "version": 1,
              "description": "Slide title or headline."
            },
            "tool": null,
            "subkind": {
              "name": "Headline",
              "slug": "headline",
              "status": "active",
              "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "headline",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 17:14:13.787+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f4dbab89-8c1d-4e27-8c81-57145a50cd8f",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "List presentation",
            "slug": "list-presentation",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1",
            "version": 1,
            "bodyDocId": null,
            "description": "Bulleted, numbered, or checklist enumerations.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "c838d17c-e560-4a9f-9341-4ff7f6a46373",
          "evidence": "list/bullet: Customer: a single organization with separate subsidiaries, segments, or divisions that use The one DevOps Platform is considered a single customer for determining each organization’s ARR.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 22:09:07.699472+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 47,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    }
  ],
  "arcBeats": [],
  "loops": []
}