{ "schemaVersion": "deck-intelligence.v1", "id": "019dd923-5eff-723e-9be6-324ee3c30e14", "slug": "a9a003bee4c2f75f", "title": "2024 Q4 Results Presentation", "subtitle": "Air France-KLM Group", "author": "Air France-KLM Group", "pageCount": 33, "kind": "consulting-deck", "orientation": "landscape", "aspectRatio": 1.778, "document": { "id": "019dd923-5eff-723e-9be6-324ee3c30e14", "slug": "a9a003bee4c2f75f", "title": "2024 Q4 Results Presentation", "rawTitle": "2024 Q4 Results Presentation", "authorId": "Air-France-KLM", "authorName": "Air France-KLM Group", "authorDisplay": "Air France-KLM Group", "kind": { "slug": "consulting-deck", "label": "Consulting deck" }, "sourceType": { "slug": "strategy_consulting", "label": "Strategy consulting" }, "fileName": "2024-Q4-Results-Presentation.pdf", "sourceUrl": null, "sourceDate": "2024-12-31 00:00:00", "presentationDate": null, "ingestedAt": "2026-04-27 02:45:21+00", "status": "ready", "pageCount": 33, "orientation": "landscape", "aspectRatio": 1.778, "targetCompany": null, "targetTicker": null, "metadata": { "local_root": "/tmp/legacy-images/a9a003bee4c2f75f", "origin_corpus": "consulting" } }, "coverage": { "pageCount": 33, "pagesIndexed": 33, "pagesWithImages": 33, "pagesWithMetadata": 33, "imageCoveragePct": 100, "metadataCoveragePct": 100, "componentCount": 180, "chartCount": 18, "metricSlides": 0, "toolMatches": 82, "documentToolMatches": 0, "frameworkMatches": 10, "arcMatches": 2, "beatMatches": 8, "loopMatches": 6, "patternMatches": 0, "storymakersMatch": true, "scoreAvailable": true, "reviewAvailable": true, "activistThesisAvailable": false, "pitchdeckMetadataAvailable": false, "pitchdeckProfileAvailable": false }, "blocks": [], "matches": { "arcs": [ { "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null, "categoryName": "Strategy & Business", "categorySlug": "strategy-business" }, "matchId": "019dd95a-0543-7581-99b2-95e2f9dc1ce4", "evidence": "Earnings deck moves Highlights→Q4/FY results→KLM Back-on-Track plan→2025-2028 outlook (pp 1-29).", "isPrimary": true, "confidence": 78, "extraction": { "at": "2026-04-29 13:07:28.977035+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null } }, { "arc": { "name": "The Triple Take", "slug": "triple-take", "status": "active", "bestFor": "Data-driven presentations, research findings", "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)", "description": null, "familyLabel": null, "categoryName": "Analysis & Information", "categorySlug": "analysis-information" }, "matchId": "019dd95a-0543-7581-99b2-998cf3319b30", "evidence": "Data-heavy facts (Q4/FY tables) → so-what implications (KLM headwinds) → now-what (€300m, 8%+ margin) (pp 3-29).", "isPrimary": false, "confidence": 60, "extraction": { "at": "2026-04-29 13:07:28.977035+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null } } ], "beats": [ { "to": 8, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null, "categoryName": "Strategy & Business", "categorySlug": "strategy-business" }, "from": 1, "name": "Situation & Context", "beatId": "019dd95a-07a7-7579-bd62-1c93b34f24ff", "matchId": "019dd95a-0543-7581-99b2-95e2f9dc1ce4", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "Cover, '2024 Highlights' divider, exec summary, sustainability, premium, ancillary, business overview", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. 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Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 78 }, { "to": 22, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null, "categoryName": "Strategy & Business", "categorySlug": "strategy-business" }, "from": 19, "name": "Solution & Approach", "beatId": "019dd95a-07a7-7579-bd62-260abb825617", "matchId": "019dd95a-0543-7581-99b2-95e2f9dc1ce4", "beatType": { "name": "Solution & Approach", "slug": "consultants-gambit-solution-approach", "status": "active", "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9", "version": 1, "description": null }, "evidence": "'Outlook' divider then KLM 'Back on Track' roadmap with quarterly milestones", "position": 3, "isPrimaryArc": true, "parentBeatType": { "name": "Turn", "slug": "turn", "status": "active", "canonId": "019dd9b8-0396-702b-ac2f-9901f8dd8b54", "version": 1, "description": "The pivot — solution proposed, catalyst introduced, decision made. Common (15/20 arcs) but not universal: Triple-take, AIDA, PAS, Voyage-return and Pixar substitute it with a strong reflection or development beat." }, "alignedBlockIds": null, "matchConfidence": 78 }, { "to": 26, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null, "categoryName": "Strategy & Business", "categorySlug": "strategy-business" }, "from": 23, "name": "Evidence & Proof", "beatId": "019dd95a-07a7-7579-bd62-2a4d1b35b339", "matchId": "019dd95a-0543-7581-99b2-95e2f9dc1ce4", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "€300m EBIT uplift, 62% fuel hedge, unit-cost guidance, FY2025 outlook table", "position": 4, "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). 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Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 78 }, { "to": 18, "arc": { "name": "The Triple Take", "slug": "triple-take", "status": "active", "bestFor": "Data-driven presentations, research findings", "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)", "description": null, "familyLabel": null, "categoryName": "Analysis & Information", "categorySlug": "analysis-information" }, "from": 3, "name": "The Facts (What)", "beatId": "019dd95a-07a7-7579-bd62-338156a850da", "matchId": "019dd95a-0543-7581-99b2-998cf3319b30", "beatType": { "name": "The Facts (What)", "slug": "triple-take-the-facts-what", "status": "active", "canonId": "019dd9b8-092b-754c-8eaa-ede3ffdcb060", "version": 1, "description": null }, "evidence": "Highlights, Q4 results, FY2024 numbers, cash flow waterfall", "position": 1, "isPrimaryArc": false, "parentBeatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 22, "arc": { "name": "The Triple Take", "slug": "triple-take", "status": "active", "bestFor": "Data-driven presentations, research findings", "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)", "description": null, "familyLabel": null, "categoryName": "Analysis & Information", "categorySlug": "analysis-information" }, "from": 19, "name": "The Implications (So What)", "beatId": "019dd95a-07a7-7579-bd62-345574707d84", "matchId": "019dd95a-0543-7581-99b2-998cf3319b30", "beatType": { "name": "The Implications (So What)", "slug": "triple-take-the-implications-so-what", "status": "active", "canonId": "019dd9b8-09c7-75cd-8c7b-ae0e23cca2b8", "version": 1, "description": null }, "evidence": "Outlook section + KLM Back-on-Track explains what the numbers mean", "position": 2, "isPrimaryArc": false, "parentBeatType": { "name": "Reflection", "slug": "reflection", "status": "active", "canonId": "019dd9b8-0510-73fd-8d00-1c7e45f7bc98", "version": 1, "description": "The \"so what\" beat. Used by analytical arcs (Triple-take, Onion) and learning arcs (Voyage-return, Tragedy)." }, "alignedBlockIds": null, "matchConfidence": 60 }, { "to": 29, "arc": { "name": "The Triple Take", "slug": "triple-take", "status": "active", "bestFor": "Data-driven presentations, research findings", "canonId": "019dd956-6221-73ad-bc12-378f8eb1f018", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "The Facts (What) -> The Implications (So What) -> The Action (Now What)", "description": null, "familyLabel": null, "categoryName": "Analysis & Information", "categorySlug": "analysis-information" }, "from": 23, "name": "The Action (Now What)", "beatId": "019dd95a-07a7-7579-bd62-3b9fac18272a", "matchId": "019dd95a-0543-7581-99b2-998cf3319b30", "beatType": { "name": "The Action (Now What)", "slug": "triple-take-the-action-now-what", "status": "active", "canonId": "019dd9b8-0a5e-735a-bf53-3a1ba629b7aa", "version": 1, "description": null }, "evidence": "Concrete €300m, fuel hedge, unit-cost, reaffirmed 2026-2028 targets", "position": 3, "isPrimaryArc": false, "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": 60 } ], "loops": [ { "to": 8, "from": 3, "loop": { "name": "02_pattern_hunter", "slug": "02-pattern-hunter", "status": "active", "bestFor": "Time-pressed audiences, building consensus, when data is strong", "canonId": "019dd956-6695-771a-be2e-f1748ef041a4", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Evidence A -> Evidence B -> Evidence C -> Pattern/Conclusion", "description": "Group multiple pieces of evidence that together point to a pattern or conclusion", "familyLabel": null, "categoryName": "Logical Reasoning", "categorySlug": "logical-reasoning" }, "matchId": "019dd95a-08f8-7619-ac2b-4d261aa841bd", "evidence": "Sequence: exec summary, ESG awards, premium +12%, ancillary growth, three businesses contributing", "position": 1, "objective": "Stack independent evidence pieces to support 'strong 2024 across the board'", 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"confidence": 78, "extraction": { "at": "2026-04-29 13:07:29.779839+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null } }, { "to": 18, "from": 16, "loop": { "name": "04_tale_two_worlds", "slug": "04-tale-two-worlds", "status": "active", "bestFor": "Competitive analysis, benchmarking, case for change", "canonId": "019dd956-674f-750b-b15d-f082e2717f4e", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Current State -> Desired State / Benchmark -> The Gap & Implication", "description": "Show the gap between two states to drive urgency or highlight opportunity", "familyLabel": null, "categoryName": "Comparison", "categorySlug": "comparison" }, "matchId": "019dd95a-08f8-7619-ac2b-5653406247e4", "evidence": "Transavia turnaround, FY operating result vs prior year, FCF gap explained by exceptionals", "position": 3, "objective": "Compare current FY2024 reality vs targeted state across Transavia, group P&L, and FCF", "confidence": 65, "extraction": { "at": "2026-04-29 13:07:29.779839+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null } }, { "to": 22, "from": 20, "loop": { "name": "17_pivot", "slug": "17-pivot", "status": "active", "bestFor": "Project updates, board meetings, agile retrospectives", "canonId": "019dd956-6cb8-75df-ace2-c84adc747974", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Original Hypothesis -> The New Discovery -> The Strategic Shift", "description": "Validate a change in direction by showing it is a reaction to new intelligence, not failure", "familyLabel": null, "categoryName": "Change Management", "categorySlug": "change-management" }, "matchId": "019dd95a-08f8-7619-ac2b-5a8e1701c36d", "evidence": "Q1 yield outlook + 2025 capacity then KLM Back-on-Track 5-lever roadmap", "position": 4, "objective": "Frame the strategic shift: KLM 'Back on Track' to lift EBIT margin above 8%", "confidence": 72, "extraction": { "at": "2026-04-29 13:07:29.779839+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null } }, { "to": 26, "from": 23, "loop": { "name": "24_time_machine", "slug": "24-time-machine", "status": "active", "bestFor": "Vision casting, long-term strategy, investment pitches", "canonId": "019dd956-6f7f-70b2-b087-a16fe20515a7", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Fast Forward to Success -> What Made It Possible -> Back to Today's Decision", "description": "Transport the audience to a future state where your solution has already succeeded", "familyLabel": null, "categoryName": "Vision", "categorySlug": "vision" }, "matchId": "019dd95a-08f8-7619-ac2b-5f1c961a8a7d", "evidence": "Sequence: ≥€300m EBIT improvement → 62% fuel hedged → unit cost guidance → 2025 outlook", "position": 5, "objective": "Project 2025 forward (€300m EBIT, fuel hedge, unit cost, outlook table)", "confidence": 70, "extraction": { "at": "2026-04-29 13:07:29.779839+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null } }, { "to": 29, "from": 28, "loop": { "name": "11_golden_circle", "slug": "11-golden-circle", "status": "active", "bestFor": "Visionary leadership, brand positioning, mission statements", "canonId": "019dd956-6a50-7202-882d-505fcb9922ed", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Why (Belief) -> The How (Process) -> The What (Result)", "description": "Invert the typical pitch by starting with why you exist, rather than what you do", "familyLabel": null, "categoryName": "Vision", "categorySlug": "vision" }, "matchId": "019dd95a-08f8-7619-ac2b-613b9185094d", "evidence": "Reaffirmed 2026-2028 targets then 'To Conclude' four-pillar summary", "position": 6, "objective": "Close on the why/how/what of the strategic ambition", "confidence": 55, "extraction": { "at": "2026-04-29 13:07:29.779839+00", "model": "claude-legacy", "runId": null, 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"evidence_quality": 83, "clarity_of_thesis": 68, "production_quality": 77, "visual_storytelling": 76 }, "totalScore": 72, "coveragePct": 100, "explanations": { "scqa_arc": "The flow moves from situation on slides 3-8 to complications/headwinds on slides 10, 18, 20, and 25 and answer/outlook on slides 22-29, but the question is implicit and much of the middle functions as an analytical results dump.", "action_titles": "Most content slides use insight-bearing titles, e.g. slide 23, \"2025: AT LEAST €300M EBIT IMPROVEMENT COMPARED TO 2024,\" though slide 21 \"GROUP CAPACITY OUTLOOK 2025\" and slide 29 \"TO CONCLUDE\" remain topic labels.", "mece_structure": "The sectioning is generally logical across highlights, financial results, outlook, and appendix, but slides 9/15 and 19/27 create overlapping financial/outlook modules and the strategic themes are not synthesized into a fully MECE issue tree.", "closing_strength": "Slides 28-29 provide a clear reassurance close by reaffirming 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narrative focus." }, "slidesAnalyzed": 33 }, "review": { "backend": null, "verdict": "A well-structured Air France-KLM Q4 earnings deck with above-average action titles and disciplined callouts, but only a middling Storymakers exemplar because its tension is understated, its outlook pillar is duplicated, and its close defaults to a generic 'TO CONCLUDE'.", "reviewedAt": "2026-05-01 21:39:49.904+00", "slidesSeen": 33, "suggestions": [ "Collapse 'OUTLOOK' (slide 19) and 'UPDATE & OUTLOOK' (slide 27) into one section so the deck has a single, MECE resolution pillar", "Replace 'TO CONCLUDE' on slide 29 with an action title stating the forward thesis (e.g. 'Confident in 2026-2028 targets as KLM transformation accelerates and headwinds ease')", "Pair slide 4's execution mood board with the sustainability content on slide 5 and lead instead with one tighter slide that names the central tension before slide 6's analysis begins", "Tighten the two-line titles on slides 11, 13, and 22 into single declarative sentences to match the action-title rhythm of the rest of the deck", "Add an explicit investor call-to-action or next-steps slide before the appendix — currently the resolution stops at 'we are confident' rather than 'here is what to do or expect next'" ], "closingScore": 62, "openingScore": 70, "topStrengths": [ "Action titles on the analytical slides (6, 7, 10, 18, 22, 23) carry the insight even without the chart, which is the Storymakers gold standard", "Callouts consistently reinforce the title's claim with a quantified hook (e.g. slide 6 '+12% Premium Revenue', slide 23 'At least €300m EBIT improvement')", "Slide 10's 'Outstanding Q4 mitigating a challenging FY2024' is a textbook tension-resolution title that frames the entire financial section" ], "topWeaknesses": [ "Two outlook sections (slide 19 'OUTLOOK' and slide 27 'UPDATE & OUTLOOK') break MECE and dilute the resolution act", "Slide 4's photo collage and slide 5's ESG detour interrupt the opening before the Q4 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Slide 28 reaffirms 2026-2028 targets but the deck never issues an explicit ask, recommendation, or call to action to investors before the appendix.", "openingCritique": "Slide 3 lands the thesis early ('Q4 2024: STRONG FINISH OF THE YEAR') with four supporting KPIs, which is exactly what a Storymakers opening should do. Momentum is then broken by slide 4's photo mood board and slide 5's ESG pivot before the financial story is established, so the first five slides drift rather than tighten the stakes.", "extractionSeconds": 91.875, "narrativeCritique": "The deck follows a serviceable Highlights → Q4 → FY → Outlook → Conclude arc, but the Complication is muted (only oblique mentions of 'challenging FY2024' on slide 10 and 'despite headwinds' on slide 18) so it reads more like a structured analytical dump than an SCQA story. Two near-duplicate outlook sections (slides 19 and 27) further blur the resolution act.", "titleQualityScore": 76, "titleQualityCritique": "Most titles are genuinely declarative and insight-bearing — e.g. slide 10 'OUTSTANDING Q4 PERFORMANCE MITIGATING A CHALLENGING FY2024' and slide 22 'KLM BACK ON TRACK ON TRACK TO DELIVER €450M…'. 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