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continuation.", "position": 5, "start_page": 23 } ], "evidence": "Deck zooms from KSA macro (p3) to sector aggregates (p5) to per-bank KPIs (p7-21) to a synthesis insight (p22) and outward implication (p23).", "confidence": 50 } ], "images_inspected": 6, "slide_frameworks": [ { "frameworks": [ { "name": "Waterfall / Value Bridge", "slug": "waterfall-bridge", "evidence": "Classic Q2 -> Q3 net income bridge with positive/negative driver bars.", "confidence": 95 } ], "page_number": 7 }, { "frameworks": [ { "name": "2x2 Matrix", "slug": "matrix-2x2", "evidence": "Quadrant chart with L&A vs Deposits growth axes and named quadrants.", "confidence": 90 } ], "page_number": 8 } ] }, "matchedAt": "2026-05-02 07:04:48.228+00", "slidesSeen": 30, "deckSummary": "A polished A&M quarterly benchmark report with strong action titles, sparklines, and consistent small-multiple chart craft, but it is fundamentally descriptive analysis rather than a persuasive arc, so Storymakers alignment is moderate -- the synthesis insight only lands once on p22.", "imagesInspected": 6, "extractionSeconds": 585.509 }, "score": { "backend": "codex", "scoredAt": "2026-05-02 18:12:32.643+00", "subScores": { "scqa_arc": 55, "action_titles": 78, "mece_structure": 72, "closing_strength": 30, "evidence_quality": 86, "clarity_of_thesis": 68, "production_quality": 68, "visual_storytelling": 74 }, "totalScore": 66, "coveragePct": 100, "explanations": { "scqa_arc": "Slides 3-6 establish the situation and market context, but the deck moves into a KPI analysis sequence without a clearly framed complication, question, or decisive answer.", "action_titles": "The analytical core uses many insight-bearing titles, for example slide 8: \"Banks continue to expand credit outlay which has outpaced deposit mobilization.\"", "mece_structure": "Slides 7-22 cover major banking performance buckets fairly comprehensively, but dashboard summaries on slides 5 and 22 overlap with the KPI deep dives and the hierarchy is not explicit.", "closing_strength": "The deck does not end with a recommendation or next steps; slides 29-30 provide team contacts and corporate branding rather than a clear call to action.", "evidence_quality": "Claims are strongly supported by quantified charts, peer comparisons, callouts, and source/reference appendices, especially across slides 7-22 and slides 27-28.", "clarity_of_thesis": "The central argument emerges by slide 5, where lending momentum and cost efficiency are stated, but slides 1-4 mostly introduce the report and context rather than a crisp thesis.", "production_quality": "The deck has consistent consulting-style templates and footnotes, but repeated topic-label titles, overcrowded KPI pages, and appendix-heavy ending reduce polish.", "visual_storytelling": "Most messages are paired with appropriate tools such as the waterfall on slide 7, 2x2 on slide 8, and peer bar charts throughout, though several dense slides are overcrowded." }, "slidesAnalyzed": 30 }, "review": 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The information is not intended to address the specific circumstances of an individual or institution. There is no guarantee that the information is accurate at the date received by the recipient or that it will be accurate in the future. All parties should seek appropriate professional advice to analyze their particular situation before acting on any of the information contained herein. The growth figures for all the line items are on a quarterly basis (QoQ)", "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 18:47:59.419+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "139b635d-2f1c-4740-824a-49f18e5df114", "parentComponentId": null }, { "bbox": null, "kind": "metric", "text": "Net Income growth: 5.3%", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": { "name": "Quantification", "slug": "quantification", "status": "active", "bestFor": null, "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88", "version": 1, "bodyDocId": null, "description": "Translating a claim into numbers, charts, or tables.", "familyLabel": null }, "subkind": null, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-04-24 14:26:24+00", "model": "or:google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019dd951-fef5-761e-80aa-eac749233d30", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.45, "x": 0.05, "y": 0.18 }, "kind": "paragraph", "text": "Alvarez & Marsal Arabia Limited (A&M) is delighted to publish the Q3'24 edition of the Kingdom of Saudi Arabia (KSA) Banking Pulse (\"The Pulse-KSA\"). In this quarterly series, we share results from our research examining the top ten listed KSA banks by assets and highlight key performance indicators of the KSA banking industry. 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Overall, RoE increased 56bps QoQ to 17.4% while ROA remained stable at 2.0% in Q3'24.", "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 18:47:59.419+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "59c7e08f-aee8-47fc-ba95-8db36c43529b", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.45, "x": 0.05, "y": 0.33 }, "kind": "paragraph", "text": "Lending growth momentum continued in Q3'24 with L&A increasing by 3.7% QoQ mainly driven by corporate / wholesale banking (+4.4% QoQ). However, deposits mobilization moderated and increased by 1.4% QoQ, slower than L&A, although time deposits (+4.2% QoQ) continued to see an uptick on back of high interest rates. Operating income increased by 6.0% QoQ, as NII increased by 3.5% QoQ and non-interest income surged by 15.2% QoQ. 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Non-oil GDP growth in KSA is expected to be fueled by the Vision 2030 initiatives supporting consumer spending, tourism, and construction sectors. 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