{
  "schemaVersion": "deck-intelligence.v1",
  "id": "019de077-1f57-73ca-b72b-12778375cdfc",
  "slug": "2a9fe311f247ed701546d96d2f21a2db",
  "title": "IBEX | Results Presentation Deck | 17 slides",
  "subtitle": "ibex · 2024-05",
  "author": "ibex",
  "date": "2024-05-01 00:00:00",
  "pageCount": 17,
  "kind": "conference-presentation",
  "orientation": "landscape",
  "aspectRatio": 1.7777778,
  "document": {
    "id": "019de077-1f57-73ca-b72b-12778375cdfc",
    "slug": "2a9fe311f247ed701546d96d2f21a2db",
    "title": "IBEX | Results Presentation Deck | 17 slides",
    "rawTitle": "IBEX | Results Presentation Deck | 17 slides",
    "authorId": "ibex",
    "authorName": "ibex",
    "authorDisplay": "ibex",
    "kind": {
      "slug": "conference-presentation",
      "label": "Conference presentation"
    },
    "sourceType": {
      "slug": "investor_relations",
      "label": "Investor relations"
    },
    "fileName": "2024-05__ibex__results__2a9fe311.pdf",
    "sourceUrl": "https://www.slidebook.io/company/ibex/presentation/2a9fe311f247ed701546d96d2f21a2db/",
    "sourceDate": "2024-05-09 00:00:00",
    "presentationDate": "2024-05-01 00:00:00",
    "ingestedAt": "2026-04-30 22:16:36.541111+00",
    "status": "ready",
    "pageCount": 17,
    "orientation": "landscape",
    "aspectRatio": 1.7777778,
    "targetCompany": null,
    "targetTicker": null,
    "metadata": {
      "corpus": "slidebook",
      "industry": "information-technology-services",
      "local_root": "/Users/miguelsuredasuau/Desktop/lalalalla/_scrape/slidebook/decks/2024-05__ibex__results__2a9fe311",
      "image_width": 1920,
      "image_format": "jpg",
      "deck_type_raw": "Results Presentation Deck",
      "deck_type_slug": null,
      "source_url_pattern": "https://www.slidebook.io/company/{company_slug}/presentation/{deck_id}/"
    }
  },
  "coverage": {
    "pageCount": 17,
    "pagesIndexed": 17,
    "pagesWithImages": 17,
    "pagesWithMetadata": 17,
    "imageCoveragePct": 100,
    "metadataCoveragePct": 100,
    "componentCount": 65,
    "chartCount": 7,
    "metricSlides": 0,
    "toolMatches": 12,
    "documentToolMatches": 0,
    "frameworkMatches": 0,
    "arcMatches": 1,
    "beatMatches": 4,
    "loopMatches": 2,
    "patternMatches": 0,
    "storymakersMatch": false,
    "scoreAvailable": false,
    "reviewAvailable": false,
    "activistThesisAvailable": false,
    "pitchdeckMetadataAvailable": false,
    "pitchdeckProfileAvailable": false
  },
  "blocks": [],
  "matches": {
    "arcs": [
      {
        "arc": {
          "name": "The Sparkline",
          "slug": "sparkline",
          "status": "active",
          "bestFor": "Keynotes, TED-style talks",
          "canonId": "019dd956-606e-720c-905a-42607ac0bf50",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss",
          "description": null,
          "familyLabel": null,
          "categoryName": "Narrative & Transformation",
          "categorySlug": "narrative-transformation"
        },
        "matchId": "5710b9fb-3e94-4320-b7a6-6aa1bf9fe34d",
        "evidence": "The deck progresses from an overview of transformation and execution to detailed financials and guidance, indicating a sparkline narrative arc.",
        "isPrimary": true,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-07-16 22:44:22.805425+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": "doc-narrative-v1"
        }
      }
    ],
    "beats": [
      {
        "to": 4,
        "arc": {
          "name": "The Sparkline",
          "slug": "sparkline",
          "status": "active",
          "bestFor": "Keynotes, TED-style talks",
          "canonId": "019dd956-606e-720c-905a-42607ac0bf50",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss",
          "description": null,
          "familyLabel": null,
          "categoryName": "Narrative & Transformation",
          "categorySlug": "narrative-transformation"
        },
        "from": 1,
        "name": "Attention",
        "beatId": "3547c052-3de0-4291-a951-6fef742382ba",
        "matchId": "5710b9fb-3e94-4320-b7a6-6aa1bf9fe34d",
        "beatType": {
          "name": "Attention",
          "slug": "aida-attention",
          "status": "active",
          "canonId": "019dd9b8-1086-7099-85c1-2f9cae7ea19d",
          "version": 1,
          "description": null
        },
        "evidence": "The cover and executive summary slides grab attention by highlighting the company's compelling track record and financial highlights.",
        "position": 0,
        "isPrimaryArc": true,
        "parentBeatType": {
          "name": "Hook",
          "slug": "hook",
          "status": "active",
          "canonId": "019dd9b8-01a6-7328-bff2-b22eb40b3ea5",
          "version": 1,
          "description": "The opener — a deliberate move to earn attention before any argument. Used by AIDA, Monroes, Pixar Pitch, Overcoming the Monster."
        },
        "alignedBlockIds": null,
        "matchConfidence": 0.8
      },
      {
        "to": 9,
        "arc": {
          "name": "The Sparkline",
          "slug": "sparkline",
          "status": "active",
          "bestFor": "Keynotes, TED-style talks",
          "canonId": "019dd956-606e-720c-905a-42607ac0bf50",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss",
          "description": null,
          "familyLabel": null,
          "categoryName": "Narrative & Transformation",
          "categorySlug": "narrative-transformation"
        },
        "from": 5,
        "name": "Interest",
        "beatId": "62a6fcb2-8001-4070-8765-24fbc2ec6759",
        "matchId": "5710b9fb-3e94-4320-b7a6-6aa1bf9fe34d",
        "beatType": {
          "name": "Interest",
          "slug": "aida-interest",
          "status": "active",
          "canonId": "019dd9b8-115b-7640-827f-fd115885a984",
          "version": 1,
          "description": null
        },
        "evidence": "The financial results and KPI overviews generate interest by showing detailed financial metrics and client diversification.",
        "position": 1,
        "isPrimaryArc": true,
        "parentBeatType": {
          "name": "Complication",
          "slug": "complication",
          "status": "active",
          "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579",
          "version": 1,
          "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs."
        },
        "alignedBlockIds": null,
        "matchConfidence": 0.8
      },
      {
        "to": 12,
        "arc": {
          "name": "The Sparkline",
          "slug": "sparkline",
          "status": "active",
          "bestFor": "Keynotes, TED-style talks",
          "canonId": "019dd956-606e-720c-905a-42607ac0bf50",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss",
          "description": null,
          "familyLabel": null,
          "categoryName": "Narrative & Transformation",
          "categorySlug": "narrative-transformation"
        },
        "from": 10,
        "name": "Desire",
        "beatId": "51d28604-dc6c-4ce8-a3a9-90d9953d370b",
        "matchId": "5710b9fb-3e94-4320-b7a6-6aa1bf9fe34d",
        "beatType": {
          "name": "Desire",
          "slug": "aida-desire",
          "status": "active",
          "canonId": "019dd9b8-11f0-704e-b2bb-fbb6a226467d",
          "version": 1,
          "description": null
        },
        "evidence": "The cash flow, CapEx, and balance sheet slides create desire by demonstrating financial health and stability.",
        "position": 2,
        "isPrimaryArc": true,
        "parentBeatType": {
          "name": "Evidence",
          "slug": "evidence",
          "status": "active",
          "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
          "version": 1,
          "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
        },
        "alignedBlockIds": null,
        "matchConfidence": 0.8
      },
      {
        "to": 13,
        "arc": {
          "name": "The Sparkline",
          "slug": "sparkline",
          "status": "active",
          "bestFor": "Keynotes, TED-style talks",
          "canonId": "019dd956-606e-720c-905a-42607ac0bf50",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss",
          "description": null,
          "familyLabel": null,
          "categoryName": "Narrative & Transformation",
          "categorySlug": "narrative-transformation"
        },
        "from": 13,
        "name": "Action",
        "beatId": "90dbd38c-e27c-4672-8b9a-9fc79b236e02",
        "matchId": "5710b9fb-3e94-4320-b7a6-6aa1bf9fe34d",
        "beatType": {
          "name": "Action",
          "slug": "aida-action",
          "status": "active",
          "canonId": "019dd9b8-1285-74f0-8552-c04c08014586",
          "version": 1,
          "description": null
        },
        "evidence": "The Q&A slide prompts action by inviting investors and analysts to engage with management.",
        "position": 3,
        "isPrimaryArc": true,
        "parentBeatType": {
          "name": "Resolution",
          "slug": "resolution",
          "status": "active",
          "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
          "version": 1,
          "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
        },
        "alignedBlockIds": null,
        "matchConfidence": 0.8
      }
    ],
    "loops": [
      {
        "to": 9,
        "from": 3,
        "loop": {
          "name": "27_cost_of_inaction",
          "slug": "27-cost-of-inaction",
          "status": "active",
          "bestFor": "Urgent budget requests, compliance, risk mitigation",
          "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
          "description": "Quantify what happens if the audience does nothing",
          "familyLabel": null,
          "categoryName": "Urgency",
          "categorySlug": "urgency"
        },
        "matchId": "ee877fc8-8b42-45f2-bc4b-f009810a6b87",
        "evidence": "The compelling track record and financial highlights imply that not investing in IBEX might result in missed opportunities.",
        "position": 0,
        "objective": "What are the consequences of not investing in IBEX?",
        "confidence": 0.6,
        "extraction": {
          "at": "2026-07-16 22:44:22.996201+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": "doc-narrative-v1"
        }
      },
      {
        "to": 12,
        "from": 4,
        "loop": {
          "name": "47_quick_win_big_bet",
          "slug": "47-quick-win-big-bet",
          "status": "active",
          "bestFor": "Transformation planning, 100-day plans, resource allocation",
          "canonId": "019dd956-790d-708d-983e-ef9bbc68f741",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Full List -> Quick Wins (Low effort, High impact) -> Big Bets (High effort, High impact) -> Sequenced Roadmap",
          "description": "Separate initiatives into immediate wins and longer-term strategic bets",
          "familyLabel": null,
          "categoryName": "Consulting Framework",
          "categorySlug": "consulting-framework"
        },
        "matchId": "04839d50-de19-496f-8b9b-46b8df8cb581",
        "evidence": "The financial highlights and guidance suggest that IBEX offers both quick wins and long-term growth potential.",
        "position": 1,
        "objective": "What are the short-term and long-term opportunities for IBEX?",
        "confidence": 0.6,
        "extraction": {
          "at": "2026-07-16 22:44:23.0363+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": "doc-narrative-v1"
        }
      }
    ],
    "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": "a9a9aa1a-cdd8-4c62-9f27-bbe2d2833982",
        "evidence": "title/headline: ibex Q3 FY2024 Earnings Call",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-17 03:40:27.853997+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": "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": "0744dac2-dec2-4515-bf83-f43dedd43747",
        "evidence": "list/bullet: Transformation to a leading Digital First business: 5% TTM Growth, 78% Q3 Revenue",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-17 03:40:27.961887+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 3,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Executive summary",
          "slug": "executive-summary",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61",
          "version": 1,
          "bodyDocId": null,
          "description": "A condensed view of the entire argument on a single slide / block.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "8fe84a8b-2d5f-4b13-8977-e3d1c45a1a15",
        "evidence": "title/headline: Q3 FY2024: Financial Highlights",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-17 03:40:28.03722+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "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": "aa169a57-0ef7-4845-8caf-babd74c6598f",
        "evidence": "title/headline: Financial Results",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-07-17 03:40:28.112322+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 5,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Waterfall chart",
          "slug": "waterfall-chart",
          "status": "active",
          "bestFor": null,
          "canonId": "e2799da3-725f-44a9-a093-570f1f388e64",
          "version": 1,
          "bodyDocId": null,
          "description": null,
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "f894154c-4b03-40e7-893b-48d753396a3e",
        "evidence": "metric/big-number: Fully Diluted EPS $0.57 Q3 FY24 vs. $0.59 Q3 FY23",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-17 00:46:39.900504+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Waterfall chart",
          "slug": "waterfall-chart",
          "status": "active",
          "bestFor": null,
          "canonId": "e2799da3-725f-44a9-a093-570f1f388e64",
          "version": 1,
          "bodyDocId": null,
          "description": null,
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "c2257690-d772-4d3d-b017-eee0c06e101d",
        "evidence": "chart/bar-vertical: Q3 Y-Y Adjusted EBITDA and margin",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-17 00:46:39.969913+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 7,
        "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": "b131ddc5-8d09-4529-a5dc-81c535bab3d2",
        "evidence": "chart/donut: Top 25 Clients: 77.9%",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.5,
        "extraction": {
          "at": "2026-07-17 00:46:40.038+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": "Comparison frame",
          "slug": "comparison-frame",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-484b-7399-a4fc-d14644b99f93",
          "version": 1,
          "bodyDocId": null,
          "description": "Two or more states/subjects placed side by side to expose a gap.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "5303c93c-22b0-4e6f-820e-da5bb1dd419d",
        "evidence": "chart/donut: Q3 FY23 revenue mix by vertical",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-17 00:46:40.106883+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 9,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Data Story Arc",
          "slug": "data-story-arc",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a",
          "version": 1,
          "bodyDocId": null,
          "description": "Context → Conflict → Insight → Implication structure for data narratives",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "e3cb2c0c-c219-4ded-9cb5-6b18dc37517c",
        "evidence": "table/data: Cash and Cash Equivalents $50.7m June 30, 2023, $57.4m",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 0.5,
        "extraction": {
          "at": "2026-07-17 00:46:40.210451+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 11,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Big Idea Formula",
          "slug": "big-idea-formula",
          "status": "active",
          "bestFor": "Any narrative-driven persuasive deck whose job is to move the audience: keynotes, fundraising pitches, capital-allocation board asks, all-hands behaviour-change talks, conference talks meant to shift mental models. Use it before structuring; pair with Pyramid when the deck must also withstand line-by-line scrutiny.",
          "canonId": "019dd956-7dd1-74d7-9866-ffdef19ecfbf",
          "version": 1,
          "bodyDocId": "c30d7484-69e0-4e21-82cf-20fa0966869e",
          "description": "Nancy Duarte's articulation of how to frame a presentation's central message: the speaker's unique point of view plus what's at stake for the audience, expressed as one complete declarative sentence. The narrative-driven counterpart to Minto's analytical governing thought.",
          "familyLabel": null,
          "categoryName": "Block",
          "categorySlug": "block"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
          "Storyteller"
        ],
        "matchId": "f589fc41-b235-4e0b-82ed-a076d1d8f74f",
        "evidence": "metric/big-number: $505-510m",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": "Any narrative-driven persuasive deck whose job is to move the audience: keynotes, fundraising pitches, capital-allocation board asks, all-hands behaviour-change talks, conference talks meant to shift mental models. Use it before structuring; pair with Pyramid when the deck must also withstand line-by-line scrutiny.",
        "confidence": 0.5,
        "extraction": {
          "at": "2026-07-17 00:46:40.279619+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 12,
        "whyItWorks": "Solves the topic-not-thesis trap and the stake-less recommendation trap simultaneously. A single declarative sentence with a verb forces the speaker's stance into the room; routing the consequence through the word 'you' translates internal urgency into the audience's currency. The result is short enough to be repeated after the meeting — and that repetition is the persuasion mechanism.",
        "antipattern": "A topic dressed as a thesis ('Sustainability Roadmap 2026'), a stake attached to the speaker rather than the audience, two ideas spliced with 'and', abstract verbs (leverage / unlock / empower) that survive deletion, or writing the Big Idea after the deck is already built so the slides don't actually defend it.",
        "cardinality": null,
        "narrativePurpose": "Forces the deck to commit to a single declarative thesis before slide one — a sentence that names the speaker's stance and routes a consequence through the audience's currency. Acts as the filter every slide, anecdote, and chart must ladder up to."
      },
      {
        "tool": {
          "name": "Storytelling: the closing ask",
          "slug": "closing-ask",
          "status": "active",
          "bestFor": null,
          "canonId": "019df269-24e0-70ab-8dd9-983832c1c665",
          "version": 1,
          "bodyDocId": "019df269-24bc-7554-b88d-245127606b8d",
          "description": "The single most important slide in the deck — after the cover. The final",
          "familyLabel": "narrative-block",
          "categoryName": "Narrative & Transformation",
          "categorySlug": "narrative-transformation"
        },
        "agent": "storyteller",
        "layer": "slide",
        "agents": [
          "storyteller"
        ],
        "matchId": "c3e36940-9713-4630-9b28-16f57f8ac388",
        "evidence": "paragraph/paragraph: Built for what's next.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-17 00:46:40.348312+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 13,
        "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": "21d1426a-4253-4d4f-a04a-0ca2f9a6254b",
        "evidence": "list/bullet: Grid of 20 award entries with laurel wreaths and logos",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-17 00:46:40.520964+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 17,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      }
    ],
    "frameworks": [],
    "patterns": []
  },
  "storymakers": null,
  "score": null,
  "review": null,
  "activistThesis": null,
  "pitchdeck": {
    "metadata": null,
    "profile": null
  },
  "slides": [
    {
      "page": 1,
      "type": "setup",
      "function": "front_matter",
      "imagePath": "https://imgproxy.kitesheet.com/W_pu44VqalHSz4Ye_RohRjIa72vfDGV5ckn2FpVMAs8/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy8yYTlmZTMxMWYyNDdlZDcwMTU0NmQ5NmQyZjIxYTJkYi9wMDAxLmpwZw",
      "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": 22,
        "componentCount": 4,
        "textChars": 83,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": null,
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 10:58:32.032+00",
          "seconds": 2.042,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019de077-1f57-73ca-b72b-12778375cdfc/1",
        "deck": "/decks/019de077-1f57-73ca-b72b-12778375cdfc",
        "deckAnchor": "/decks/019de077-1f57-73ca-b72b-12778375cdfc#slide-1",
        "deckJson": "/decks/019de077-1f57-73ca-b72b-12778375cdfc.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.06,
            "w": 0.08,
            "x": 0.06,
            "y": 0.08
          },
          "kind": "image",
          "text": "ibex",
          "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 10:58:32.032+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4c6131f2-b5dd-4415-b2b5-ce401f5b4509",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.2,
            "x": 0.06,
            "y": 0.62
          },
          "kind": "paragraph",
          "text": "Bob Dechant, CEO\nMay 09, 2024",
          "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 10:58:32.032+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "adb4c8e3-cbe6-4550-b1d6-d415a12e6eab",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.15,
            "x": 0.82,
            "y": 0.1
          },
          "kind": "paragraph",
          "text": "Built for what's next.",
          "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 10:58:32.032+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d3f3972e-f9bf-493c-9b82-d5e9da715a8d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.4,
            "x": 0.06,
            "y": 0.4
          },
          "kind": "title",
          "text": "ibex Q3 FY2024 Earnings Call",
          "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 10:58:32.032+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "43d81abd-5f3d-4663-a41f-0d3d4216fbc4",
          "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": "a9a9aa1a-cdd8-4c62-9f27-bbe2d2833982",
          "evidence": "title/headline: ibex Q3 FY2024 Earnings Call",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-17 03:40:27.853997+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": [
        {
          "to": 4,
          "arc": {
            "name": "The Sparkline",
            "slug": "sparkline",
            "status": "active",
            "bestFor": "Keynotes, TED-style talks",
            "canonId": "019dd956-606e-720c-905a-42607ac0bf50",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss",
            "description": null,
            "familyLabel": null
          },
          "from": 1,
          "name": "Attention",
          "beatId": "3547c052-3de0-4291-a951-6fef742382ba",
          "matchId": "5710b9fb-3e94-4320-b7a6-6aa1bf9fe34d",
          "beatType": {
            "name": "Attention",
            "slug": "aida-attention",
            "status": "active",
            "canonId": "019dd9b8-1086-7099-85c1-2f9cae7ea19d",
            "version": 1,
            "description": null
          },
          "evidence": "The cover and executive summary slides grab attention by highlighting the company's compelling track record and financial highlights.",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Hook",
            "slug": "hook",
            "status": "active",
            "canonId": "019dd9b8-01a6-7328-bff2-b22eb40b3ea5",
            "version": 1,
            "description": "The opener — a deliberate move to earn attention before any argument. Used by AIDA, Monroes, Pixar Pitch, Overcoming the Monster."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [],
      "thumbSrc": "https://imgproxy.kitesheet.com/g0XLX4a-RhyXC2A3CgBk4f_j7tuh1e8eNfYBppR4em0/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy8yYTlmZTMxMWYyNDdlZDcwMTU0NmQ5NmQyZjIxYTJkYi9wMDAxLmpwZw",
      "imagePathAlt": "https://imgproxy.kitesheet.com/ln_X8FPeJz-XJxHuRhH19eUMj0n64JeI0n_U9dl0nGY/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy8yYTlmZTMxMWYyNDdlZDcwMTU0NmQ5NmQyZjIxYTJkYi9wMDAxLnBuZw",
      "thumbSrcAlt": "https://imgproxy.kitesheet.com/Fv9GXJ-kiXgWZWfig97VngcOAF78ja2DT1T_9_oN13Q/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy8yYTlmZTMxMWYyNDdlZDcwMTU0NmQ5NmQyZjIxYTJkYi9wMDAxLnBuZw"
    },
    {
      "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": 11,
        "componentCount": 2,
        "textChars": 141,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": null,
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 10:58:44.996+00",
          "seconds": 14.914,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019de077-1f57-73ca-b72b-12778375cdfc/2",
        "deck": "/decks/019de077-1f57-73ca-b72b-12778375cdfc",
        "deckAnchor": "/decks/019de077-1f57-73ca-b72b-12778375cdfc#slide-2",
        "deckJson": "/decks/019de077-1f57-73ca-b72b-12778375cdfc.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.72,
            "w": 0.868,
            "x": 0.066,
            "y": 0.18
          },
          "kind": "disclaimer",
          "text": "This presentation includes forward-looking statements within the meaning of the Private Securities Litigation Reform Act of 1995...",
          "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 10:58:44.996+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "64a60adf-1beb-485b-8219-5cd8480b43bf",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.055,
            "w": 0.175,
            "x": 0.066,
            "y": 0.105
          },
          "kind": "title",
          "text": "Disclaimer",
          "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 10:58:44.996+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fbf9b297-fe12-43bf-aedb-ff5010d6c0ab",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 4,
          "arc": {
            "name": "The Sparkline",
            "slug": "sparkline",
            "status": "active",
            "bestFor": "Keynotes, TED-style talks",
            "canonId": "019dd956-606e-720c-905a-42607ac0bf50",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss",
            "description": null,
            "familyLabel": null
          },
          "from": 1,
          "name": "Attention",
          "beatId": "3547c052-3de0-4291-a951-6fef742382ba",
          "matchId": "5710b9fb-3e94-4320-b7a6-6aa1bf9fe34d",
          "beatType": {
            "name": "Attention",
            "slug": "aida-attention",
            "status": "active",
            "canonId": "019dd9b8-1086-7099-85c1-2f9cae7ea19d",
            "version": 1,
            "description": null
          },
          "evidence": "The cover and executive summary slides grab attention by highlighting the company's compelling track record and financial highlights.",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Hook",
            "slug": "hook",
            "status": "active",
            "canonId": "019dd9b8-01a6-7328-bff2-b22eb40b3ea5",
            "version": 1,
            "description": "The opener — a deliberate move to earn attention before any argument. Used by AIDA, Monroes, Pixar Pitch, Overcoming the Monster."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 3,
      "type": "setup",
      "function": "summarize",
      "rawType": "kpi_overview",
      "block": null,
      "metadata": {
        "slideType": "kpi_overview",
        "slideTypeCanon": {
          "name": "KPI overview (contrarian)",
          "slug": "kpi_overview",
          "status": "active",
          "canonId": "019de52d-11d5-7328-b1d1-5368a03e7796",
          "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": 68,
        "componentCount": 6,
        "textChars": 413,
        "nDataPoints": 11,
        "notes": null,
        "elementsJson": null,
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 10:58:34.295+00",
          "seconds": 4.075,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019de077-1f57-73ca-b72b-12778375cdfc/3",
        "deck": "/decks/019de077-1f57-73ca-b72b-12778375cdfc",
        "deckAnchor": "/decks/019de077-1f57-73ca-b72b-12778375cdfc#slide-3",
        "deckJson": "/decks/019de077-1f57-73ca-b72b-12778375cdfc.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.125,
            "w": 0.954,
            "x": 0.026,
            "y": 0.308
          },
          "kind": "list",
          "text": "Transformation to a leading Digital First business: 5% TTM Growth, 78% Q3 Revenue",
          "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 10:58:34.295+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "401cbe83-0f52-4738-b697-75a622a1e116",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.125,
            "w": 0.954,
            "x": 0.026,
            "y": 0.158
          },
          "kind": "list",
          "text": "Strong Financial Profile: 12.3% TTM Adj. EBITDA, $1.85 TTM Adj. EPS",
          "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 10:58:34.295+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9e9f4de2-70c3-422e-a9b3-7801fe299d3f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.125,
            "w": 0.954,
            "x": 0.026,
            "y": 0.758
          },
          "kind": "list",
          "text": "Advancement of ESG initiatives: 41% Female employees in management globally",
          "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 10:58:34.295+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9ef25bc3-4bd4-45ad-affb-6e79c6480c8a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.125,
            "w": 0.954,
            "x": 0.026,
            "y": 0.458
          },
          "kind": "list",
          "text": "Growth in our High Margin Geographies: 4% TTM Growth, 76% Q3 Revenue",
          "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 10:58:34.295+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d6037ca5-d321-4719-b7af-9c9b8aa2e64b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.125,
            "w": 0.954,
            "x": 0.026,
            "y": 0.608
          },
          "kind": "list",
          "text": "Ideal Client Diversification: 37% Top 5 Clients, 78% Top 25 Clients",
          "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 10:58:34.295+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f839fd3e-b218-440e-917e-91261452aae2",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.064,
            "w": 0.604,
            "x": 0.198,
            "y": 0.025
          },
          "kind": "title",
          "text": "Compelling Track Record of Transformation and Execution",
          "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 10:58:34.295+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f3c53b2e-ffcb-415f-987e-34605c0ffea8",
          "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": "0744dac2-dec2-4515-bf83-f43dedd43747",
          "evidence": "list/bullet: Transformation to a leading Digital First business: 5% TTM Growth, 78% Q3 Revenue",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-17 03:40:27.961887+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 3,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 4,
          "arc": {
            "name": "The Sparkline",
            "slug": "sparkline",
            "status": "active",
            "bestFor": "Keynotes, TED-style talks",
            "canonId": "019dd956-606e-720c-905a-42607ac0bf50",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss",
            "description": null,
            "familyLabel": null
          },
          "from": 1,
          "name": "Attention",
          "beatId": "3547c052-3de0-4291-a951-6fef742382ba",
          "matchId": "5710b9fb-3e94-4320-b7a6-6aa1bf9fe34d",
          "beatType": {
            "name": "Attention",
            "slug": "aida-attention",
            "status": "active",
            "canonId": "019dd9b8-1086-7099-85c1-2f9cae7ea19d",
            "version": 1,
            "description": null
          },
          "evidence": "The cover and executive summary slides grab attention by highlighting the company's compelling track record and financial highlights.",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Hook",
            "slug": "hook",
            "status": "active",
            "canonId": "019dd9b8-01a6-7328-bff2-b22eb40b3ea5",
            "version": 1,
            "description": "The opener — a deliberate move to earn attention before any argument. Used by AIDA, Monroes, Pixar Pitch, Overcoming the Monster."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 9,
          "from": 3,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "ee877fc8-8b42-45f2-bc4b-f009810a6b87",
          "evidence": "The compelling track record and financial highlights imply that not investing in IBEX might result in missed opportunities.",
          "position": 0,
          "objective": "What are the consequences of not investing in IBEX?",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 22:44:22.996201+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 4,
      "type": "setup",
      "function": "summarize",
      "rawType": "executive_summary",
      "block": null,
      "metadata": {
        "slideType": "executive_summary",
        "slideTypeCanon": {
          "name": "Executive summary",
          "slug": "executive_summary",
          "status": "active",
          "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e",
          "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": 41,
        "componentCount": 2,
        "textChars": 568,
        "nDataPoints": 18,
        "notes": null,
        "elementsJson": null,
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 10:58:32.54+00",
          "seconds": 2.196,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019de077-1f57-73ca-b72b-12778375cdfc/4",
        "deck": "/decks/019de077-1f57-73ca-b72b-12778375cdfc",
        "deckAnchor": "/decks/019de077-1f57-73ca-b72b-12778375cdfc#slide-4",
        "deckJson": "/decks/019de077-1f57-73ca-b72b-12778375cdfc.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.75,
            "w": 0.9,
            "x": 0.05,
            "y": 0.00125
          },
          "kind": "table",
          "text": "Strongest EBITDA Margin and EPS in History: Revenues: $126.8m, Adjusted EBITDA: $19.2m - 15.1%, Adjusted EPS: $0.70. Continued Progress on Expansion: Digital First/ Integrated Omni Channel up to 78%, Offshore/ Nearshore up to 76%, Global Seat Utilization at 83%. Continued Strengthening of Pipeline: 3 wins for Q3 FY24, 15 Year to Date. Enviable Net Cash Position: $49.3m, Strong FCF: $9.7m, Share Buy Back of $8.1m, Tight CapEx: $1.7m. Acceleration in our AI Strategy: Strategic Partnerships, Growing Pipeline of 35, 3 Late-Stage Deals.",
          "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 10:58:32.54+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "cd0a27f0-9eea-43ca-97b7-5334c80566a4",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.07,
            "w": 0.46,
            "x": 0.27,
            "y": 0.03
          },
          "kind": "title",
          "text": "Q3 FY2024: 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 10:58:32.54+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ea7989e6-d908-4d90-bfaa-9b2419fc2c61",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Executive summary",
            "slug": "executive-summary",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61",
            "version": 1,
            "bodyDocId": null,
            "description": "A condensed view of the entire argument on a single slide / block.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "8fe84a8b-2d5f-4b13-8977-e3d1c45a1a15",
          "evidence": "title/headline: Q3 FY2024: Financial Highlights",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-17 03:40:28.03722+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 4,
          "arc": {
            "name": "The Sparkline",
            "slug": "sparkline",
            "status": "active",
            "bestFor": "Keynotes, TED-style talks",
            "canonId": "019dd956-606e-720c-905a-42607ac0bf50",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss",
            "description": null,
            "familyLabel": null
          },
          "from": 1,
          "name": "Attention",
          "beatId": "3547c052-3de0-4291-a951-6fef742382ba",
          "matchId": "5710b9fb-3e94-4320-b7a6-6aa1bf9fe34d",
          "beatType": {
            "name": "Attention",
            "slug": "aida-attention",
            "status": "active",
            "canonId": "019dd9b8-1086-7099-85c1-2f9cae7ea19d",
            "version": 1,
            "description": null
          },
          "evidence": "The cover and executive summary slides grab attention by highlighting the company's compelling track record and financial highlights.",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Hook",
            "slug": "hook",
            "status": "active",
            "canonId": "019dd9b8-01a6-7328-bff2-b22eb40b3ea5",
            "version": 1,
            "description": "The opener — a deliberate move to earn attention before any argument. Used by AIDA, Monroes, Pixar Pitch, Overcoming the Monster."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 9,
          "from": 3,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "ee877fc8-8b42-45f2-bc4b-f009810a6b87",
          "evidence": "The compelling track record and financial highlights imply that not investing in IBEX might result in missed opportunities.",
          "position": 0,
          "objective": "What are the consequences of not investing in IBEX?",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 22:44:22.996201+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 12,
          "from": 4,
          "loop": {
            "name": "47_quick_win_big_bet",
            "slug": "47-quick-win-big-bet",
            "status": "active",
            "bestFor": "Transformation planning, 100-day plans, resource allocation",
            "canonId": "019dd956-790d-708d-983e-ef9bbc68f741",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Full List -> Quick Wins (Low effort, High impact) -> Big Bets (High effort, High impact) -> Sequenced Roadmap",
            "description": "Separate initiatives into immediate wins and longer-term strategic bets",
            "familyLabel": null
          },
          "matchId": "04839d50-de19-496f-8b9b-46b8df8cb581",
          "evidence": "The financial highlights and guidance suggest that IBEX offers both quick wins and long-term growth potential.",
          "position": 1,
          "objective": "What are the short-term and long-term opportunities for IBEX?",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 22:44:23.0363+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 5,
      "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": 10,
        "componentCount": 3,
        "textChars": 42,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": null,
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 10:58:33.67+00",
          "seconds": 3.193,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019de077-1f57-73ca-b72b-12778375cdfc/5",
        "deck": "/decks/019de077-1f57-73ca-b72b-12778375cdfc",
        "deckAnchor": "/decks/019de077-1f57-73ca-b72b-12778375cdfc#slide-5",
        "deckJson": "/decks/019de077-1f57-73ca-b72b-12778375cdfc.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.035,
            "w": 0.065,
            "x": 0.068,
            "y": 0.105
          },
          "kind": "image",
          "text": "ibex.",
          "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 10:58:33.67+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c9c023a7-31eb-43fc-b372-918eb535284d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.105,
            "w": 0.221,
            "x": 0.068,
            "y": 0.543
          },
          "kind": "paragraph",
          "text": "Taylor Greenwald\nCFO",
          "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 10:58:33.67+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9be8b0c1-5db3-45fb-997f-4804fc993db0",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.085,
            "w": 0.458,
            "x": 0.068,
            "y": 0.415
          },
          "kind": "title",
          "text": "Financial Results",
          "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 10:58:33.67+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "dc8e83f2-8a7a-4d21-b99b-14dadd456f02",
          "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": "aa169a57-0ef7-4845-8caf-babd74c6598f",
          "evidence": "title/headline: Financial Results",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.8,
          "extraction": {
            "at": "2026-07-17 03:40:28.112322+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 5,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 9,
          "arc": {
            "name": "The Sparkline",
            "slug": "sparkline",
            "status": "active",
            "bestFor": "Keynotes, TED-style talks",
            "canonId": "019dd956-606e-720c-905a-42607ac0bf50",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss",
            "description": null,
            "familyLabel": null
          },
          "from": 5,
          "name": "Interest",
          "beatId": "62a6fcb2-8001-4070-8765-24fbc2ec6759",
          "matchId": "5710b9fb-3e94-4320-b7a6-6aa1bf9fe34d",
          "beatType": {
            "name": "Interest",
            "slug": "aida-interest",
            "status": "active",
            "canonId": "019dd9b8-115b-7640-827f-fd115885a984",
            "version": 1,
            "description": null
          },
          "evidence": "The financial results and KPI overviews generate interest by showing detailed financial metrics and client diversification.",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Complication",
            "slug": "complication",
            "status": "active",
            "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579",
            "version": 1,
            "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 9,
          "from": 3,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "ee877fc8-8b42-45f2-bc4b-f009810a6b87",
          "evidence": "The compelling track record and financial highlights imply that not investing in IBEX might result in missed opportunities.",
          "position": 0,
          "objective": "What are the consequences of not investing in IBEX?",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 22:44:22.996201+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 12,
          "from": 4,
          "loop": {
            "name": "47_quick_win_big_bet",
            "slug": "47-quick-win-big-bet",
            "status": "active",
            "bestFor": "Transformation planning, 100-day plans, resource allocation",
            "canonId": "019dd956-790d-708d-983e-ef9bbc68f741",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Full List -> Quick Wins (Low effort, High impact) -> Big Bets (High effort, High impact) -> Sequenced Roadmap",
            "description": "Separate initiatives into immediate wins and longer-term strategic bets",
            "familyLabel": null
          },
          "matchId": "04839d50-de19-496f-8b9b-46b8df8cb581",
          "evidence": "The financial highlights and guidance suggest that IBEX offers both quick wins and long-term growth potential.",
          "position": 1,
          "objective": "What are the short-term and long-term opportunities for IBEX?",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 22:44:23.0363+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 6,
      "type": "analysis",
      "function": "analyze_data",
      "rawType": "kpi_overview",
      "block": null,
      "metadata": {
        "slideType": "kpi_overview",
        "slideTypeCanon": {
          "name": "KPI overview (contrarian)",
          "slug": "kpi_overview",
          "status": "active",
          "canonId": "019de52d-11d5-7328-b1d1-5368a03e7796",
          "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": "overcrowded",
        "densityScore": 75,
        "componentCount": 6,
        "textChars": 627,
        "nDataPoints": 10,
        "notes": null,
        "elementsJson": null,
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 10:58:34.226+00",
          "seconds": 3.742,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019de077-1f57-73ca-b72b-12778375cdfc/6",
        "deck": "/decks/019de077-1f57-73ca-b72b-12778375cdfc",
        "deckAnchor": "/decks/019de077-1f57-73ca-b72b-12778375cdfc#slide-6",
        "deckJson": "/decks/019de077-1f57-73ca-b72b-12778375cdfc.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.25,
            "w": 0.58,
            "x": 0.39,
            "y": 0.17
          },
          "kind": "list",
          "text": "Digital and Omni-Channel delivery represent 78% of total revenue (73% in Q3 FY23); Shift in Geo Mix - high margin regions represent 76% of total revenue (72% in Q3 FY23); Decline in FinTech and Telecommunication verticals; 15 new client wins.",
          "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 10:58:34.226+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9c16666c-c59c-49a2-9f7d-807f4eaddd26",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.58,
            "x": 0.39,
            "y": 0.6
          },
          "kind": "list",
          "text": "$1.3 million impairment recorded in connection with a strategic decision to exit two of our delivery locations; $1.5 million severance expense to focus investment on AI technology, HCM and ERP infrastructure.",
          "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 10:58:34.226+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d761fc8d-7e4f-4708-8219-40571a7f9189",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.3,
            "x": 0.05,
            "y": 0.65
          },
          "kind": "metric",
          "text": "Fully Diluted EPS $0.57 Q3 FY24 vs. $0.59 Q3 FY23",
          "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 10:58:34.226+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a76b32b9-517a-4d96-8088-5dd10f8177be",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.3,
            "x": 0.05,
            "y": 0.2
          },
          "kind": "metric",
          "text": "Revenue $126.8m Q3 FY24 vs. $131.6m Q3 FY23",
          "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 10:58:34.226+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b8091294-26a3-4948-a8f0-44ad8056b270",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.3,
            "x": 0.05,
            "y": 0.45
          },
          "kind": "metric",
          "text": "Net Income $10.3m Q3 FY24 vs. $11.3m Q3 FY23",
          "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 10:58:34.226+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bcf0e3f3-ef04-4211-bb11-ce24fe159f7c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.62,
            "x": 0.19,
            "y": 0.04
          },
          "kind": "title",
          "text": "Q3 FY2024: Financial Highlights – US GAAP",
          "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 10:58:34.226+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "277e8700-d1d7-44d4-a053-84db385a65e0",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Waterfall chart",
            "slug": "waterfall-chart",
            "status": "active",
            "bestFor": null,
            "canonId": "e2799da3-725f-44a9-a093-570f1f388e64",
            "version": 1,
            "bodyDocId": null,
            "description": null,
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "f894154c-4b03-40e7-893b-48d753396a3e",
          "evidence": "metric/big-number: Fully Diluted EPS $0.57 Q3 FY24 vs. $0.59 Q3 FY23",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-17 00:46:39.900504+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 6,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 9,
          "arc": {
            "name": "The Sparkline",
            "slug": "sparkline",
            "status": "active",
            "bestFor": "Keynotes, TED-style talks",
            "canonId": "019dd956-606e-720c-905a-42607ac0bf50",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss",
            "description": null,
            "familyLabel": null
          },
          "from": 5,
          "name": "Interest",
          "beatId": "62a6fcb2-8001-4070-8765-24fbc2ec6759",
          "matchId": "5710b9fb-3e94-4320-b7a6-6aa1bf9fe34d",
          "beatType": {
            "name": "Interest",
            "slug": "aida-interest",
            "status": "active",
            "canonId": "019dd9b8-115b-7640-827f-fd115885a984",
            "version": 1,
            "description": null
          },
          "evidence": "The financial results and KPI overviews generate interest by showing detailed financial metrics and client diversification.",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Complication",
            "slug": "complication",
            "status": "active",
            "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579",
            "version": 1,
            "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 9,
          "from": 3,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "ee877fc8-8b42-45f2-bc4b-f009810a6b87",
          "evidence": "The compelling track record and financial highlights imply that not investing in IBEX might result in missed opportunities.",
          "position": 0,
          "objective": "What are the consequences of not investing in IBEX?",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 22:44:22.996201+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 12,
          "from": 4,
          "loop": {
            "name": "47_quick_win_big_bet",
            "slug": "47-quick-win-big-bet",
            "status": "active",
            "bestFor": "Transformation planning, 100-day plans, resource allocation",
            "canonId": "019dd956-790d-708d-983e-ef9bbc68f741",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Full List -> Quick Wins (Low effort, High impact) -> Big Bets (High effort, High impact) -> Sequenced Roadmap",
            "description": "Separate initiatives into immediate wins and longer-term strategic bets",
            "familyLabel": null
          },
          "matchId": "04839d50-de19-496f-8b9b-46b8df8cb581",
          "evidence": "The financial highlights and guidance suggest that IBEX offers both quick wins and long-term growth potential.",
          "position": 1,
          "objective": "What are the short-term and long-term opportunities for IBEX?",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 22:44:23.0363+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 7,
      "type": "analysis",
      "title": "The chart shows a dual-axis representation of absolute EBITDA (bars) and margin percentage (line/labels).",
      "function": "analyze_data",
      "rawType": "kpi_overview",
      "block": null,
      "metadata": {
        "slideType": "kpi_overview",
        "slideTypeCanon": {
          "name": "KPI overview (contrarian)",
          "slug": "kpi_overview",
          "status": "active",
          "canonId": "019de52d-11d5-7328-b1d1-5368a03e7796",
          "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": "dense",
        "densityScore": 68,
        "componentCount": 6,
        "textChars": 430,
        "nDataPoints": 8,
        "notes": "The chart shows a dual-axis representation of absolute EBITDA (bars) and margin percentage (line/labels).",
        "elementsJson": null,
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 10:58:33.621+00",
          "seconds": 3.057,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019de077-1f57-73ca-b72b-12778375cdfc/7",
        "deck": "/decks/019de077-1f57-73ca-b72b-12778375cdfc",
        "deckAnchor": "/decks/019de077-1f57-73ca-b72b-12778375cdfc#slide-7",
        "deckJson": "/decks/019de077-1f57-73ca-b72b-12778375cdfc.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.7,
            "w": 0.3,
            "x": 0.66,
            "y": 0.18
          },
          "kind": "chart",
          "text": "Q3 Y-Y Adjusted EBITDA and 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 10:58:33.621+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8f30c4e2-137e-494e-a2ca-e16724cd2219",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.32,
            "x": 0.32,
            "y": 0.37
          },
          "kind": "list",
          "text": "Primarily driven by: Higher gross margin resulting from shift to higher margin offshore region and operational efficiencies; Lower SGA expense excluding the impairment and severance expense",
          "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 10:58:33.621+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a67c766c-cc2f-4146-8666-b0005a4158ba",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.25,
            "x": 0.04,
            "y": 0.78
          },
          "kind": "metric",
          "text": "Adjusted EPS $0.70 per share Q3 FY24 vs. $0.61 per share Q3 FY23",
          "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 10:58:33.621+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "49213807-8923-458b-ad92-9512ad092fd9",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.25,
            "x": 0.04,
            "y": 0.245
          },
          "kind": "metric",
          "text": "Adjusted EBITDA $19.2m Q3 FY24 vs. $18.8m Q3 FY23",
          "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 10:58:33.621+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "abf65c06-8f78-4ffe-bee6-33929f759f41",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.25,
            "x": 0.04,
            "y": 0.545
          },
          "kind": "metric",
          "text": "Adjusted Net Income $12.6m Q3 FY24 vs. $11.7m Q3 FY23",
          "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 10:58:33.621+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c9230cf8-4f0e-4883-8e2a-5ebc571d5f9c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.66,
            "x": 0.17,
            "y": 0.03
          },
          "kind": "title",
          "text": "Q3 FY2024: Financial Highlights – Non-GAAP",
          "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 10:58:33.621+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a38b1f59-89f0-42c7-8138-9434e9ff9390",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Waterfall chart",
            "slug": "waterfall-chart",
            "status": "active",
            "bestFor": null,
            "canonId": "e2799da3-725f-44a9-a093-570f1f388e64",
            "version": 1,
            "bodyDocId": null,
            "description": null,
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "c2257690-d772-4d3d-b017-eee0c06e101d",
          "evidence": "chart/bar-vertical: Q3 Y-Y Adjusted EBITDA and margin",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-17 00:46:39.969913+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 7,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 9,
          "arc": {
            "name": "The Sparkline",
            "slug": "sparkline",
            "status": "active",
            "bestFor": "Keynotes, TED-style talks",
            "canonId": "019dd956-606e-720c-905a-42607ac0bf50",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss",
            "description": null,
            "familyLabel": null
          },
          "from": 5,
          "name": "Interest",
          "beatId": "62a6fcb2-8001-4070-8765-24fbc2ec6759",
          "matchId": "5710b9fb-3e94-4320-b7a6-6aa1bf9fe34d",
          "beatType": {
            "name": "Interest",
            "slug": "aida-interest",
            "status": "active",
            "canonId": "019dd9b8-115b-7640-827f-fd115885a984",
            "version": 1,
            "description": null
          },
          "evidence": "The financial results and KPI overviews generate interest by showing detailed financial metrics and client diversification.",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Complication",
            "slug": "complication",
            "status": "active",
            "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579",
            "version": 1,
            "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 9,
          "from": 3,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "ee877fc8-8b42-45f2-bc4b-f009810a6b87",
          "evidence": "The compelling track record and financial highlights imply that not investing in IBEX might result in missed opportunities.",
          "position": 0,
          "objective": "What are the consequences of not investing in IBEX?",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 22:44:22.996201+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 12,
          "from": 4,
          "loop": {
            "name": "47_quick_win_big_bet",
            "slug": "47-quick-win-big-bet",
            "status": "active",
            "bestFor": "Transformation planning, 100-day plans, resource allocation",
            "canonId": "019dd956-790d-708d-983e-ef9bbc68f741",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Full List -> Quick Wins (Low effort, High impact) -> Big Bets (High effort, High impact) -> Sequenced Roadmap",
            "description": "Separate initiatives into immediate wins and longer-term strategic bets",
            "familyLabel": null
          },
          "matchId": "04839d50-de19-496f-8b9b-46b8df8cb581",
          "evidence": "The financial highlights and guidance suggest that IBEX offers both quick wins and long-term growth potential.",
          "position": 1,
          "objective": "What are the short-term and long-term opportunities for IBEX?",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 22:44:23.0363+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 8,
      "type": "analysis",
      "title": "The slide uses donut charts to visualize revenue concentration percentages.",
      "function": "analyze_data",
      "rawType": "kpi_overview",
      "block": null,
      "metadata": {
        "slideType": "kpi_overview",
        "slideTypeCanon": {
          "name": "KPI overview (contrarian)",
          "slug": "kpi_overview",
          "status": "active",
          "canonId": "019de52d-11d5-7328-b1d1-5368a03e7796",
          "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": "dense",
        "densityScore": 59,
        "componentCount": 7,
        "textChars": 197,
        "nDataPoints": 4,
        "notes": "The slide uses donut charts to visualize revenue concentration percentages.",
        "elementsJson": null,
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 10:58:34.839+00",
          "seconds": 3.801,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019de077-1f57-73ca-b72b-12778375cdfc/8",
        "deck": "/decks/019de077-1f57-73ca-b72b-12778375cdfc",
        "deckAnchor": "/decks/019de077-1f57-73ca-b72b-12778375cdfc#slide-8",
        "deckJson": "/decks/019de077-1f57-73ca-b72b-12778375cdfc.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.06,
            "w": 0.42,
            "x": 0.29,
            "y": 0.92
          },
          "kind": "callout",
          "text": "60 clients > $1M in revenue per annum",
          "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 10:58:34.839+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "fd8b8ad2-7144-4f4b-a3a0-91be4a096713",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.3,
            "w": 0.2,
            "x": 0.22,
            "y": 0.178
          },
          "kind": "chart",
          "text": "Top 5 Clients: 36.5%",
          "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": "Donut chart",
              "slug": "donut",
              "status": "active",
              "canonId": "019de52d-0006-752c-9528-0fef476b8004",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "donut",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 10:58:34.839+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "523524ff-d016-4a55-8f2e-cd3290bf1215",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.3,
            "w": 0.2,
            "x": 0.58,
            "y": 0.178
          },
          "kind": "chart",
          "text": "Top 10 Clients: 54.0%",
          "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": "Donut chart",
              "slug": "donut",
              "status": "active",
              "canonId": "019de52d-0006-752c-9528-0fef476b8004",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "donut",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 10:58:34.839+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7464ec73-a919-454d-8622-fbfe61ee6059",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.3,
            "w": 0.2,
            "x": 0.58,
            "y": 0.54
          },
          "kind": "chart",
          "text": "Largest Client: 12.5%",
          "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": "Donut chart",
              "slug": "donut",
              "status": "active",
              "canonId": "019de52d-0006-752c-9528-0fef476b8004",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "donut",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 10:58:34.839+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "78d53db3-82a6-42ec-a311-c34f12dff822",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.3,
            "w": 0.2,
            "x": 0.22,
            "y": 0.54
          },
          "kind": "chart",
          "text": "Top 25 Clients: 77.9%",
          "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": "Donut chart",
              "slug": "donut",
              "status": "active",
              "canonId": "019de52d-0006-752c-9528-0fef476b8004",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "donut",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 10:58:34.839+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d6e3357d-45f2-46a7-9e22-fc0b55da2267",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.56,
            "x": 0.22,
            "y": 0.03
          },
          "kind": "title",
          "text": "Revenue: Model Client Diversification",
          "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 10:58:34.839+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d491688d-e41c-4047-99e6-8d035f4270fb",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.26,
            "x": 0.37,
            "y": 0.14
          },
          "kind": "title",
          "text": "Q3 FY24 Client Statistics (% of Revenue)",
          "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 10:58:34.839+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "26f29894-0606-491b-bc54-d1ede9b27327",
          "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": "b131ddc5-8d09-4529-a5dc-81c535bab3d2",
          "evidence": "chart/donut: Top 25 Clients: 77.9%",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.5,
          "extraction": {
            "at": "2026-07-17 00:46:40.038+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": [],
      "arcBeats": [
        {
          "to": 9,
          "arc": {
            "name": "The Sparkline",
            "slug": "sparkline",
            "status": "active",
            "bestFor": "Keynotes, TED-style talks",
            "canonId": "019dd956-606e-720c-905a-42607ac0bf50",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss",
            "description": null,
            "familyLabel": null
          },
          "from": 5,
          "name": "Interest",
          "beatId": "62a6fcb2-8001-4070-8765-24fbc2ec6759",
          "matchId": "5710b9fb-3e94-4320-b7a6-6aa1bf9fe34d",
          "beatType": {
            "name": "Interest",
            "slug": "aida-interest",
            "status": "active",
            "canonId": "019dd9b8-115b-7640-827f-fd115885a984",
            "version": 1,
            "description": null
          },
          "evidence": "The financial results and KPI overviews generate interest by showing detailed financial metrics and client diversification.",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Complication",
            "slug": "complication",
            "status": "active",
            "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579",
            "version": 1,
            "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 9,
          "from": 3,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "ee877fc8-8b42-45f2-bc4b-f009810a6b87",
          "evidence": "The compelling track record and financial highlights imply that not investing in IBEX might result in missed opportunities.",
          "position": 0,
          "objective": "What are the consequences of not investing in IBEX?",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 22:44:22.996201+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 12,
          "from": 4,
          "loop": {
            "name": "47_quick_win_big_bet",
            "slug": "47-quick-win-big-bet",
            "status": "active",
            "bestFor": "Transformation planning, 100-day plans, resource allocation",
            "canonId": "019dd956-790d-708d-983e-ef9bbc68f741",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Full List -> Quick Wins (Low effort, High impact) -> Big Bets (High effort, High impact) -> Sequenced Roadmap",
            "description": "Separate initiatives into immediate wins and longer-term strategic bets",
            "familyLabel": null
          },
          "matchId": "04839d50-de19-496f-8b9b-46b8df8cb581",
          "evidence": "The financial highlights and guidance suggest that IBEX offers both quick wins and long-term growth potential.",
          "position": 1,
          "objective": "What are the short-term and long-term opportunities for IBEX?",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 22:44:23.0363+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 9,
      "type": "analysis",
      "title": "Donut charts comparing vertical revenue mix.",
      "function": "analyze_data",
      "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": "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": 4,
        "textChars": 146,
        "nDataPoints": 12,
        "notes": "Donut charts comparing vertical revenue mix.",
        "elementsJson": null,
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 10:58:38.409+00",
          "seconds": 7.239,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019de077-1f57-73ca-b72b-12778375cdfc/9",
        "deck": "/decks/019de077-1f57-73ca-b72b-12778375cdfc",
        "deckAnchor": "/decks/019de077-1f57-73ca-b72b-12778375cdfc#slide-9",
        "deckJson": "/decks/019de077-1f57-73ca-b72b-12778375cdfc.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.5,
            "w": 0.35,
            "x": 0.55,
            "y": 0.35
          },
          "kind": "chart",
          "text": "Q3 FY23 revenue mix by vertical",
          "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": "Donut chart",
              "slug": "donut",
              "status": "active",
              "canonId": "019de52d-0006-752c-9528-0fef476b8004",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "donut",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 10:58:38.409+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2999813e-d35b-4721-b564-46a04f3db38f",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.5,
            "w": 0.35,
            "x": 0.15,
            "y": 0.35
          },
          "kind": "chart",
          "text": "Q3 FY24 revenue mix by vertical",
          "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": "Donut chart",
              "slug": "donut",
              "status": "active",
              "canonId": "019de52d-0006-752c-9528-0fef476b8004",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "donut",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 10:58:38.409+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d9eeaaf3-4a53-499f-9cb7-013ea39e2e26",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.62,
            "x": 0.19,
            "y": 0.19
          },
          "kind": "title",
          "text": "Continued Growth in HealthTech and Retail & E-commerce",
          "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 10:58:38.409+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e85dad51-8ebe-44d3-9bce-607be77ffeb9",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.44,
            "x": 0.28,
            "y": 0.03
          },
          "kind": "title",
          "text": "Winning in Strategic Verticals",
          "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 10:58:38.409+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "4ba27584-eca0-4133-a1f0-286ada3dd343",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Comparison frame",
            "slug": "comparison-frame",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd9e1-484b-7399-a4fc-d14644b99f93",
            "version": 1,
            "bodyDocId": null,
            "description": "Two or more states/subjects placed side by side to expose a gap.",
            "familyLabel": null,
            "categoryName": null,
            "categorySlug": null
          },
          "agent": null,
          "layer": "slide",
          "agents": null,
          "matchId": "5303c93c-22b0-4e6f-820e-da5bb1dd419d",
          "evidence": "chart/donut: Q3 FY23 revenue mix by vertical",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-17 00:46:40.106883+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 9,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 9,
          "arc": {
            "name": "The Sparkline",
            "slug": "sparkline",
            "status": "active",
            "bestFor": "Keynotes, TED-style talks",
            "canonId": "019dd956-606e-720c-905a-42607ac0bf50",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss",
            "description": null,
            "familyLabel": null
          },
          "from": 5,
          "name": "Interest",
          "beatId": "62a6fcb2-8001-4070-8765-24fbc2ec6759",
          "matchId": "5710b9fb-3e94-4320-b7a6-6aa1bf9fe34d",
          "beatType": {
            "name": "Interest",
            "slug": "aida-interest",
            "status": "active",
            "canonId": "019dd9b8-115b-7640-827f-fd115885a984",
            "version": 1,
            "description": null
          },
          "evidence": "The financial results and KPI overviews generate interest by showing detailed financial metrics and client diversification.",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Complication",
            "slug": "complication",
            "status": "active",
            "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579",
            "version": 1,
            "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 9,
          "from": 3,
          "loop": {
            "name": "27_cost_of_inaction",
            "slug": "27-cost-of-inaction",
            "status": "active",
            "bestFor": "Urgent budget requests, compliance, risk mitigation",
            "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
            "description": "Quantify what happens if the audience does nothing",
            "familyLabel": null
          },
          "matchId": "ee877fc8-8b42-45f2-bc4b-f009810a6b87",
          "evidence": "The compelling track record and financial highlights imply that not investing in IBEX might result in missed opportunities.",
          "position": 0,
          "objective": "What are the consequences of not investing in IBEX?",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 22:44:22.996201+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        },
        {
          "to": 12,
          "from": 4,
          "loop": {
            "name": "47_quick_win_big_bet",
            "slug": "47-quick-win-big-bet",
            "status": "active",
            "bestFor": "Transformation planning, 100-day plans, resource allocation",
            "canonId": "019dd956-790d-708d-983e-ef9bbc68f741",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Full List -> Quick Wins (Low effort, High impact) -> Big Bets (High effort, High impact) -> Sequenced Roadmap",
            "description": "Separate initiatives into immediate wins and longer-term strategic bets",
            "familyLabel": null
          },
          "matchId": "04839d50-de19-496f-8b9b-46b8df8cb581",
          "evidence": "The financial highlights and guidance suggest that IBEX offers both quick wins and long-term growth potential.",
          "position": 1,
          "objective": "What are the short-term and long-term opportunities for IBEX?",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 22:44:23.0363+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 10,
      "type": "analysis",
      "function": "analyze_data",
      "rawType": "kpi_overview",
      "block": null,
      "metadata": {
        "slideType": "kpi_overview",
        "slideTypeCanon": {
          "name": "KPI overview (contrarian)",
          "slug": "kpi_overview",
          "status": "active",
          "canonId": "019de52d-11d5-7328-b1d1-5368a03e7796",
          "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": 25,
        "componentCount": 2,
        "textChars": 255,
        "nDataPoints": 10,
        "notes": null,
        "elementsJson": null,
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 10:58:37.3+00",
          "seconds": 6.069,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019de077-1f57-73ca-b72b-12778375cdfc/10",
        "deck": "/decks/019de077-1f57-73ca-b72b-12778375cdfc",
        "deckAnchor": "/decks/019de077-1f57-73ca-b72b-12778375cdfc#slide-10",
        "deckJson": "/decks/019de077-1f57-73ca-b72b-12778375cdfc.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.55,
            "w": 0.82,
            "x": 0.09,
            "y": 0.245
          },
          "kind": "table",
          "text": "Net Cash Generated from Operations: $11.4m Q3 FY24, $13.6m Q3 FY23. Capital Expenditures: $1.7m (1.3% Rev) Q3 FY24, $3.7m (2.8% Rev) Q3 FY23. DSO: 74 days Q3 FY24, 73 days Q2 FY24. Non-GAAP FCF: $9.7m Q3 FY24, $9.8m Q3 FY23.",
          "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": "KPI table",
              "slug": "kpi",
              "status": "active",
              "canonId": "019de52d-0324-7799-a84e-d0885a8ad400",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "kpi",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 10:58:37.3+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "9a615b86-b444-4737-99ea-d40306c05cef",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.5,
            "x": 0.25,
            "y": 0.05
          },
          "kind": "title",
          "text": "Q3 FY 2024: Cash Flow and CapEx",
          "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 10:58:37.3+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "b3d6e024-4ef4-4e78-8ee7-10b1b2c6d71d",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 12,
          "arc": {
            "name": "The Sparkline",
            "slug": "sparkline",
            "status": "active",
            "bestFor": "Keynotes, TED-style talks",
            "canonId": "019dd956-606e-720c-905a-42607ac0bf50",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss",
            "description": null,
            "familyLabel": null
          },
          "from": 10,
          "name": "Desire",
          "beatId": "51d28604-dc6c-4ce8-a3a9-90d9953d370b",
          "matchId": "5710b9fb-3e94-4320-b7a6-6aa1bf9fe34d",
          "beatType": {
            "name": "Desire",
            "slug": "aida-desire",
            "status": "active",
            "canonId": "019dd9b8-11f0-704e-b2bb-fbb6a226467d",
            "version": 1,
            "description": null
          },
          "evidence": "The cash flow, CapEx, and balance sheet slides create desire by demonstrating financial health and stability.",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Evidence",
            "slug": "evidence",
            "status": "active",
            "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
            "version": 1,
            "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 12,
          "from": 4,
          "loop": {
            "name": "47_quick_win_big_bet",
            "slug": "47-quick-win-big-bet",
            "status": "active",
            "bestFor": "Transformation planning, 100-day plans, resource allocation",
            "canonId": "019dd956-790d-708d-983e-ef9bbc68f741",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Full List -> Quick Wins (Low effort, High impact) -> Big Bets (High effort, High impact) -> Sequenced Roadmap",
            "description": "Separate initiatives into immediate wins and longer-term strategic bets",
            "familyLabel": null
          },
          "matchId": "04839d50-de19-496f-8b9b-46b8df8cb581",
          "evidence": "The financial highlights and guidance suggest that IBEX offers both quick wins and long-term growth potential.",
          "position": 1,
          "objective": "What are the short-term and long-term opportunities for IBEX?",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 22:44:23.0363+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 11,
      "type": "analysis",
      "function": "analyze_data",
      "rawType": "kpi_overview",
      "block": null,
      "metadata": {
        "slideType": "kpi_overview",
        "slideTypeCanon": {
          "name": "KPI overview (contrarian)",
          "slug": "kpi_overview",
          "status": "active",
          "canonId": "019de52d-11d5-7328-b1d1-5368a03e7796",
          "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": 25,
        "componentCount": 2,
        "textChars": 270,
        "nDataPoints": 8,
        "notes": null,
        "elementsJson": null,
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 10:58:36.457+00",
          "seconds": 4.814,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019de077-1f57-73ca-b72b-12778375cdfc/11",
        "deck": "/decks/019de077-1f57-73ca-b72b-12778375cdfc",
        "deckAnchor": "/decks/019de077-1f57-73ca-b72b-12778375cdfc#slide-11",
        "deckJson": "/decks/019de077-1f57-73ca-b72b-12778375cdfc.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.455,
            "w": 0.824,
            "x": 0.088,
            "y": 0.263
          },
          "kind": "table",
          "text": "Cash and Cash Equivalents $50.7m June 30, 2023, $57.4m; YTD Free Cash Flow $11.8m; YTD share repurchases of $18.6m; Q3 share repurchases of $8.1m; Total Debt ~$1.4m June 30, 2023, $1.0m; Net Cash position of $49.3m from $56.4m as of June 30, 2023",
          "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 10:58:36.457+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f49f9692-69cf-4fe5-98b4-6d5b512d5d09",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.055,
            "w": 0.394,
            "x": 0.303,
            "y": 0.035
          },
          "kind": "title",
          "text": "March 2024 Balance Sheet",
          "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 10:58:36.457+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e3816f36-158c-40f3-a848-346e6febbe6b",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Data Story Arc",
            "slug": "data-story-arc",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a",
            "version": 1,
            "bodyDocId": null,
            "description": "Context → Conflict → Insight → Implication structure for data narratives",
            "familyLabel": null,
            "categoryName": "Loop",
            "categorySlug": "loop"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "e3cb2c0c-c219-4ded-9cb5-6b18dc37517c",
          "evidence": "table/data: Cash and Cash Equivalents $50.7m June 30, 2023, $57.4m",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 0.5,
          "extraction": {
            "at": "2026-07-17 00:46:40.210451+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 11,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 12,
          "arc": {
            "name": "The Sparkline",
            "slug": "sparkline",
            "status": "active",
            "bestFor": "Keynotes, TED-style talks",
            "canonId": "019dd956-606e-720c-905a-42607ac0bf50",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss",
            "description": null,
            "familyLabel": null
          },
          "from": 10,
          "name": "Desire",
          "beatId": "51d28604-dc6c-4ce8-a3a9-90d9953d370b",
          "matchId": "5710b9fb-3e94-4320-b7a6-6aa1bf9fe34d",
          "beatType": {
            "name": "Desire",
            "slug": "aida-desire",
            "status": "active",
            "canonId": "019dd9b8-11f0-704e-b2bb-fbb6a226467d",
            "version": 1,
            "description": null
          },
          "evidence": "The cash flow, CapEx, and balance sheet slides create desire by demonstrating financial health and stability.",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Evidence",
            "slug": "evidence",
            "status": "active",
            "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
            "version": 1,
            "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 12,
          "from": 4,
          "loop": {
            "name": "47_quick_win_big_bet",
            "slug": "47-quick-win-big-bet",
            "status": "active",
            "bestFor": "Transformation planning, 100-day plans, resource allocation",
            "canonId": "019dd956-790d-708d-983e-ef9bbc68f741",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Full List -> Quick Wins (Low effort, High impact) -> Big Bets (High effort, High impact) -> Sequenced Roadmap",
            "description": "Separate initiatives into immediate wins and longer-term strategic bets",
            "familyLabel": null
          },
          "matchId": "04839d50-de19-496f-8b9b-46b8df8cb581",
          "evidence": "The financial highlights and guidance suggest that IBEX offers both quick wins and long-term growth potential.",
          "position": 1,
          "objective": "What are the short-term and long-term opportunities for IBEX?",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 22:44:23.0363+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 12,
      "type": "setup",
      "function": "summarize",
      "rawType": "kpi_overview",
      "block": null,
      "metadata": {
        "slideType": "kpi_overview",
        "slideTypeCanon": {
          "name": "KPI overview (contrarian)",
          "slug": "kpi_overview",
          "status": "active",
          "canonId": "019de52d-11d5-7328-b1d1-5368a03e7796",
          "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": 55,
        "componentCount": 8,
        "textChars": 78,
        "nDataPoints": 3,
        "notes": null,
        "elementsJson": null,
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 10:58:34.548+00",
          "seconds": 2.867,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019de077-1f57-73ca-b72b-12778375cdfc/12",
        "deck": "/decks/019de077-1f57-73ca-b72b-12778375cdfc",
        "deckAnchor": "/decks/019de077-1f57-73ca-b72b-12778375cdfc#slide-12",
        "deckJson": "/decks/019de077-1f57-73ca-b72b-12778375cdfc.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.15,
            "w": 0.08,
            "x": 0.3,
            "y": 0.448
          },
          "kind": "image",
          "text": "EBITDA icon",
          "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": null,
            "framework": null
          },
          "subkind": "iconography",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 10:58:34.548+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "d75a7124-22b7-439a-98be-0ec235a45147",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.08,
            "x": 0.3,
            "y": 0.235
          },
          "kind": "image",
          "text": "Revenue icon",
          "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": null,
            "framework": null
          },
          "subkind": "iconography",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 10:58:34.548+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "e0952528-e94a-4774-80aa-c97dab2008c8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.08,
            "x": 0.28,
            "y": 0.726
          },
          "kind": "image",
          "text": "CapEx icon",
          "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": null,
            "framework": null
          },
          "subkind": "iconography",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 10:58:34.548+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f8d98e9c-1b17-44e1-adaa-ab83d25e4a63",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.09,
            "w": 0.18,
            "x": 0.41,
            "y": 0.522
          },
          "kind": "metric",
          "text": "~12-13%",
          "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 10:58:34.548+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8df54b61-16f0-4187-b8f0-5ddfbf6753ac",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.09,
            "w": 0.18,
            "x": 0.41,
            "y": 0.761
          },
          "kind": "metric",
          "text": "$10-13m",
          "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 10:58:34.548+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bf5b3063-8863-4bed-bed2-333f79d033a0",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.09,
            "w": 0.18,
            "x": 0.41,
            "y": 0.282
          },
          "kind": "metric",
          "text": "$505-510m",
          "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 10:58:34.548+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ebba38e8-e30e-4ba6-b925-25d22b6220dd",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.06,
            "w": 0.28,
            "x": 0.36,
            "y": 0.03
          },
          "kind": "title",
          "text": "Full Year Guidance",
          "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 10:58:34.548+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "752e5aa7-3f2b-40e8-ab78-2883fa98b23a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.04,
            "w": 0.05,
            "x": 0.48,
            "y": 0.175
          },
          "kind": "title",
          "text": "FY24",
          "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 10:58:34.548+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "000aecfd-c997-4728-a780-a2bce46d8349",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Big Idea Formula",
            "slug": "big-idea-formula",
            "status": "active",
            "bestFor": "Any narrative-driven persuasive deck whose job is to move the audience: keynotes, fundraising pitches, capital-allocation board asks, all-hands behaviour-change talks, conference talks meant to shift mental models. Use it before structuring; pair with Pyramid when the deck must also withstand line-by-line scrutiny.",
            "canonId": "019dd956-7dd1-74d7-9866-ffdef19ecfbf",
            "version": 1,
            "bodyDocId": "c30d7484-69e0-4e21-82cf-20fa0966869e",
            "description": "Nancy Duarte's articulation of how to frame a presentation's central message: the speaker's unique point of view plus what's at stake for the audience, expressed as one complete declarative sentence. The narrative-driven counterpart to Minto's analytical governing thought.",
            "familyLabel": null,
            "categoryName": "Block",
            "categorySlug": "block"
          },
          "agent": "Storyteller",
          "layer": "slide",
          "agents": [
            "Storyteller"
          ],
          "matchId": "f589fc41-b235-4e0b-82ed-a076d1d8f74f",
          "evidence": "metric/big-number: $505-510m",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": "Any narrative-driven persuasive deck whose job is to move the audience: keynotes, fundraising pitches, capital-allocation board asks, all-hands behaviour-change talks, conference talks meant to shift mental models. Use it before structuring; pair with Pyramid when the deck must also withstand line-by-line scrutiny.",
          "confidence": 0.5,
          "extraction": {
            "at": "2026-07-17 00:46:40.279619+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 12,
          "whyItWorks": "Solves the topic-not-thesis trap and the stake-less recommendation trap simultaneously. A single declarative sentence with a verb forces the speaker's stance into the room; routing the consequence through the word 'you' translates internal urgency into the audience's currency. The result is short enough to be repeated after the meeting — and that repetition is the persuasion mechanism.",
          "antipattern": "A topic dressed as a thesis ('Sustainability Roadmap 2026'), a stake attached to the speaker rather than the audience, two ideas spliced with 'and', abstract verbs (leverage / unlock / empower) that survive deletion, or writing the Big Idea after the deck is already built so the slides don't actually defend it.",
          "cardinality": null,
          "narrativePurpose": "Forces the deck to commit to a single declarative thesis before slide one — a sentence that names the speaker's stance and routes a consequence through the audience's currency. Acts as the filter every slide, anecdote, and chart must ladder up to."
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 12,
          "arc": {
            "name": "The Sparkline",
            "slug": "sparkline",
            "status": "active",
            "bestFor": "Keynotes, TED-style talks",
            "canonId": "019dd956-606e-720c-905a-42607ac0bf50",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss",
            "description": null,
            "familyLabel": null
          },
          "from": 10,
          "name": "Desire",
          "beatId": "51d28604-dc6c-4ce8-a3a9-90d9953d370b",
          "matchId": "5710b9fb-3e94-4320-b7a6-6aa1bf9fe34d",
          "beatType": {
            "name": "Desire",
            "slug": "aida-desire",
            "status": "active",
            "canonId": "019dd9b8-11f0-704e-b2bb-fbb6a226467d",
            "version": 1,
            "description": null
          },
          "evidence": "The cash flow, CapEx, and balance sheet slides create desire by demonstrating financial health and stability.",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Evidence",
            "slug": "evidence",
            "status": "active",
            "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
            "version": 1,
            "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [
        {
          "to": 12,
          "from": 4,
          "loop": {
            "name": "47_quick_win_big_bet",
            "slug": "47-quick-win-big-bet",
            "status": "active",
            "bestFor": "Transformation planning, 100-day plans, resource allocation",
            "canonId": "019dd956-790d-708d-983e-ef9bbc68f741",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "The Full List -> Quick Wins (Low effort, High impact) -> Big Bets (High effort, High impact) -> Sequenced Roadmap",
            "description": "Separate initiatives into immediate wins and longer-term strategic bets",
            "familyLabel": null
          },
          "matchId": "04839d50-de19-496f-8b9b-46b8df8cb581",
          "evidence": "The financial highlights and guidance suggest that IBEX offers both quick wins and long-term growth potential.",
          "position": 1,
          "objective": "What are the short-term and long-term opportunities for IBEX?",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-16 22:44:23.0363+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 13,
      "type": "setup",
      "title": "Standard Q&A slide with company branding.",
      "function": "state_next_steps",
      "rawType": "closing_ask",
      "block": null,
      "metadata": {
        "slideType": "closing_ask",
        "slideTypeCanon": {
          "name": "Closing ask",
          "slug": "closing_ask",
          "status": "active",
          "canonId": "019de52d-0aa4-750f-8aa1-8d622dd99f5c",
          "version": 1,
          "description": null
        },
        "function": "state_next_steps",
        "functionCanon": {
          "name": "State next steps",
          "slug": "state_next_steps",
          "status": "active",
          "canonId": "019de52d-14ca-70ac-b534-971f458cdf29",
          "version": 1,
          "description": null
        },
        "density": "sparse",
        "densityScore": 9,
        "componentCount": 3,
        "textChars": 32,
        "nDataPoints": 0,
        "notes": "Standard Q&A slide with company branding.",
        "elementsJson": null,
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 10:58:34.44+00",
          "seconds": 2.731,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019de077-1f57-73ca-b72b-12778375cdfc/13",
        "deck": "/decks/019de077-1f57-73ca-b72b-12778375cdfc",
        "deckAnchor": "/decks/019de077-1f57-73ca-b72b-12778375cdfc#slide-13",
        "deckJson": "/decks/019de077-1f57-73ca-b72b-12778375cdfc.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.045,
            "w": 0.065,
            "x": 0.068,
            "y": 0.105
          },
          "kind": "image",
          "text": "ibex.",
          "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 10:58:34.44+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "1de96a04-43d6-4ecf-85dd-557ad5645cac",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.023,
            "w": 0.104,
            "x": 0.828,
            "y": 0.115
          },
          "kind": "paragraph",
          "text": "Built for what's next.",
          "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 10:58:34.44+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c4f94da0-70c6-4b79-894f-3b60d3512b62",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.088,
            "w": 0.193,
            "x": 0.068,
            "y": 0.415
          },
          "kind": "title",
          "text": "Q & A",
          "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 10:58:34.44+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "81f66276-d827-4f70-b8b5-5e9c65f4e410",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [
        {
          "tool": {
            "name": "Storytelling: the closing ask",
            "slug": "closing-ask",
            "status": "active",
            "bestFor": null,
            "canonId": "019df269-24e0-70ab-8dd9-983832c1c665",
            "version": 1,
            "bodyDocId": "019df269-24bc-7554-b88d-245127606b8d",
            "description": "The single most important slide in the deck — after the cover. The final",
            "familyLabel": "narrative-block",
            "categoryName": "Narrative & Transformation",
            "categorySlug": "narrative-transformation"
          },
          "agent": "storyteller",
          "layer": "slide",
          "agents": [
            "storyteller"
          ],
          "matchId": "c3e36940-9713-4630-9b28-16f57f8ac388",
          "evidence": "paragraph/paragraph: Built for what's next.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-17 00:46:40.348312+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 13,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": null,
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 13,
          "arc": {
            "name": "The Sparkline",
            "slug": "sparkline",
            "status": "active",
            "bestFor": "Keynotes, TED-style talks",
            "canonId": "019dd956-606e-720c-905a-42607ac0bf50",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss",
            "description": null,
            "familyLabel": null
          },
          "from": 13,
          "name": "Action",
          "beatId": "90dbd38c-e27c-4672-8b9a-9fc79b236e02",
          "matchId": "5710b9fb-3e94-4320-b7a6-6aa1bf9fe34d",
          "beatType": {
            "name": "Action",
            "slug": "aida-action",
            "status": "active",
            "canonId": "019dd9b8-1285-74f0-8552-c04c08014586",
            "version": 1,
            "description": null
          },
          "evidence": "The Q&A slide prompts action by inviting investors and analysts to engage with management.",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": {
            "name": "Resolution",
            "slug": "resolution",
            "status": "active",
            "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b",
            "version": 1,
            "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
          },
          "alignedBlockIds": null,
          "matchConfidence": 0.8
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 14,
      "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": 9,
        "componentCount": 3,
        "textChars": 30,
        "nDataPoints": 0,
        "notes": null,
        "elementsJson": null,
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 10:58:34.115+00",
          "seconds": 2.195,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019de077-1f57-73ca-b72b-12778375cdfc/14",
        "deck": "/decks/019de077-1f57-73ca-b72b-12778375cdfc",
        "deckAnchor": "/decks/019de077-1f57-73ca-b72b-12778375cdfc#slide-14",
        "deckJson": "/decks/019de077-1f57-73ca-b72b-12778375cdfc.json"
      },
      "components": [
        {
          "bbox": {
            "h": 1,
            "w": 1,
            "x": 0,
            "y": 0
          },
          "kind": "image",
          "text": null,
          "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 10:58:34.115+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f8c2025e-bf3d-451d-9b32-74dc69a3bc90",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.22,
            "x": 0.068,
            "y": 0.415
          },
          "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 10:58:34.115+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "af353a56-33b1-4acc-83a9-3f2426b92eab",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.11,
            "x": 0.828,
            "y": 0.114
          },
          "kind": "title",
          "text": "Built for what's next.",
          "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 10:58:34.115+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "a35539af-ad6f-4736-ae7c-9b169a177f6c",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 15,
      "type": "analysis",
      "title": "Standard financial disclosure table for non-GAAP metrics.",
      "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": "sparse",
        "densityScore": 22,
        "componentCount": 2,
        "textChars": 163,
        "nDataPoints": 64,
        "notes": "Standard financial disclosure table for non-GAAP metrics.",
        "elementsJson": null,
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 10:58:34.131+00",
          "seconds": 2.201,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019de077-1f57-73ca-b72b-12778375cdfc/15",
        "deck": "/decks/019de077-1f57-73ca-b72b-12778375cdfc",
        "deckAnchor": "/decks/019de077-1f57-73ca-b72b-12778375cdfc#slide-15",
        "deckJson": "/decks/019de077-1f57-73ca-b72b-12778375cdfc.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.75,
            "w": 0.55,
            "x": 0.225,
            "y": 0.158
          },
          "kind": "table",
          "text": "Reconciliation table with columns for Three months ended and Nine months ended, comparing 2024 and 2023 figures.",
          "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 10:58:34.131+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "85f4826d-b09c-44de-8e1f-535f18580c17",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.038,
            "w": 0.608,
            "x": 0.196,
            "y": 0.045
          },
          "kind": "title",
          "text": "Reconciliation of Net Income to Adjusted Net Income",
          "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 10:58:34.131+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6f65ce7f-fbc1-4cc1-bb5d-614d25463156",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 16,
      "type": "analysis",
      "title": "Financial data presented in US$ thousands.",
      "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": 26,
        "componentCount": 2,
        "textChars": 232,
        "nDataPoints": 64,
        "notes": "Financial data presented in US$ thousands.",
        "elementsJson": null,
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 10:58:34.165+00",
          "seconds": 2.093,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019de077-1f57-73ca-b72b-12778375cdfc/16",
        "deck": "/decks/019de077-1f57-73ca-b72b-12778375cdfc",
        "deckAnchor": "/decks/019de077-1f57-73ca-b72b-12778375cdfc#slide-16",
        "deckJson": "/decks/019de077-1f57-73ca-b72b-12778375cdfc.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.75,
            "w": 0.594,
            "x": 0.203,
            "y": 0.165
          },
          "kind": "table",
          "text": "Reconciliation table showing Net Income, Interest, Tax, D&A, EBITDA, and various adjustments to arrive at Adjusted EBITDA for 3-month and 9-month periods ending March 31, 2024 and 2023.",
          "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 10:58:34.165+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "717e9646-6907-41d3-9c22-414a0f4b1529",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.055,
            "w": 0.604,
            "x": 0.198,
            "y": 0.035
          },
          "kind": "title",
          "text": "Reconciliation of Net Income to Adjusted EBITDA",
          "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 10:58:34.165+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "197127d7-64f8-4a80-ae39-f680764a9300",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 17,
      "type": "appendix",
      "title": "The slide uses a laurel wreath motif to frame each award entry.",
      "function": "other",
      "rawType": "other",
      "block": null,
      "metadata": {
        "slideType": "other",
        "slideTypeCanon": {
          "name": "Other (fallback)",
          "slug": "other",
          "status": "active",
          "canonId": "019de52d-0af5-71ed-83de-d51ae245fc43",
          "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": 13,
        "componentCount": 3,
        "textChars": 89,
        "nDataPoints": 0,
        "notes": "The slide uses a laurel wreath motif to frame each award entry.",
        "elementsJson": null,
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 10:58:34.816+00",
          "seconds": 2.674,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019de077-1f57-73ca-b72b-12778375cdfc/17",
        "deck": "/decks/019de077-1f57-73ca-b72b-12778375cdfc",
        "deckAnchor": "/decks/019de077-1f57-73ca-b72b-12778375cdfc#slide-17",
        "deckJson": "/decks/019de077-1f57-73ca-b72b-12778375cdfc.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.038,
            "w": 0.063,
            "x": 0.036,
            "y": 0.045
          },
          "kind": "image",
          "text": "ibex.",
          "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 10:58:34.816+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7b83f0a1-a173-48f6-9b40-f7c4d9fe7434",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.689,
            "w": 0.884,
            "x": 0.058,
            "y": 0.211
          },
          "kind": "list",
          "text": "Grid of 20 award entries with laurel wreaths and logos.",
          "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 10:58:34.816+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8ecb54ac-0eba-4155-900d-f3653c0defd1",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.038,
            "w": 0.326,
            "x": 0.337,
            "y": 0.045
          },
          "kind": "title",
          "text": "Most Awarded BPO 2.0 Provider",
          "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 10:58:34.816+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "477f619e-41ae-494e-99c1-deac7dd2b1c9",
          "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": "21d1426a-4253-4d4f-a04a-0ca2f9a6254b",
          "evidence": "list/bullet: Grid of 20 award entries with laurel wreaths and logos",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-17 00:46:40.520964+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 17,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    }
  ],
  "arcBeats": [
    {
      "from": 1,
      "to": 4,
      "label": "Attention",
      "description": "The cover and executive summary slides grab attention by highlighting the company's compelling track record and financial highlights."
    },
    {
      "from": 5,
      "to": 9,
      "label": "Interest",
      "description": "The financial results and KPI overviews generate interest by showing detailed financial metrics and client diversification."
    },
    {
      "from": 10,
      "to": 12,
      "label": "Desire",
      "description": "The cash flow, CapEx, and balance sheet slides create desire by demonstrating financial health and stability."
    },
    {
      "from": 13,
      "to": 13,
      "label": "Action",
      "description": "The Q&A slide prompts action by inviting investors and analysts to engage with management."
    }
  ],
  "loops": [
    {
      "from": 3,
      "to": 9,
      "label": "Cost Of Inaction",
      "description": "What are the consequences of not investing in IBEX?"
    },
    {
      "from": 4,
      "to": 12,
      "label": "Quick Win Big Bet",
      "description": "What are the short-term and long-term opportunities for IBEX?"
    }
  ]
}