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"score": { "backend": "codex", "scoredAt": "2026-05-02 09:29:00.398+00", "subScores": { "scqa_arc": 44, "action_titles": 28, "mece_structure": 64, "closing_strength": 42, "evidence_quality": 84, "clarity_of_thesis": 58, "production_quality": 68, "visual_storytelling": 68 }, "totalScore": 57, "coveragePct": 100, "explanations": { "scqa_arc": "The deck has pieces of Situation and Complication in slides 17-25 and an Answer in the Amadeus capability sections, but the flow mostly reads as a comprehensive reporting inventory rather than a clear SCQA arc.", "action_titles": "Only 43 of 223 slides have action-title fields and many are topic labels rather than insights, for example slide 52: \"Growing momentum for NDC\".", "mece_structure": "The chapter map is orderly across Introduction, People, Business, ESG, Stakeholders, and Annexes, but People, ESG talent topics, Technology, Innovation, and Governance overlap across slides 34-160.", "closing_strength": "Slide 185 offers reflective closing remarks and confidence in the future, but it does not convert the report into a specific recommendation, call to action, or decision agenda before the annex begins.", "evidence_quality": "Claims are usually supported with KPIs, charts, tables, testimonials, footnotes, GRI/TCFD references, and assurance materials, especially on slides 12-16, 57-58, 177-180, and 213.", "clarity_of_thesis": "A broad thesis is visible by slides 4-6 around technology, growth, cloud, and sustainability, but the first five slides do not declare one crisp central argument for the report.", "production_quality": "Branding, section dividers, footnotes, and disclosure discipline are strong, but low action-title density and numerous dense or overcrowded slides weaken consulting-deck polish.", "visual_storytelling": "The report uses appropriate dashboards, maps, matrices, process diagrams, and case studies on slides 11-16, 58, 69, 178, and 190, though many narrative pages are dense or overcrowded." }, "slidesAnalyzed": 223 }, "review": { "backend": null, "verdict": "This is a polished, comprehensive annual report with consulting-style moments, but as a Storymakers exemplar it is a navigable disclosure deck rather than a tightly argued narrative.", "reviewedAt": "2026-05-01 21:45:46.576+00", "slidesSeen": 223, "suggestions": [ "Add a one-slide executive thesis by slide 2 or 3 that states the 2023 story in one sentence: recovery-driven growth, technology investment, and ESG ambition.", "Rewrite section dividers as MECE proof pillars, for example 'Growth recovered across core platforms,' 'Technology investment compounds advantage,' and 'ESG commitments are being operationalized.'", "Convert repeated topic titles into action titles, especially in dense chapters such as slides 17-33, 139-160, and 176-184.", "Move the closing remarks after the human acknowledgment material or add a final non-appendix decision/commitment slide after slide 218.", "Use callouts as title inputs: where slides 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Despite the daunting nature of these challenges, they also offer significant opportunities for innovation and growth.\n\nSpecifically for the travel industry, 2023 was a year of global travel recovery. The UN Tourism data shows that international tourism has almost completely recovered from the unprecedented crisis of COVID-19 with many destinations reaching or even exceeding pre-pandemic arrivals.\n\nAgainst the backdrop of significant global events and travel recovery, Amadeus has remained steadfast in our pursuit of making the experience of travel better for everyone, everywhere.\n\nArguably, technology has never progressed at the pace it currently is moving at. In fact, the massification of GenAI has the potential to profoundly shift the way humans operate. All of the major trends in technology – whether it is artificial intelligence, biometrics or cloud – are poised to have significant impact on travel. We, as an industry, must be ready to adapt and innovate, and leverage technology to power better experience across the entire travel industry.\n\nConcerns over travel industry sustainability have risen to unprecedented levels, and it’s unlikely they’ll wane in the foreseeable future. We recognize the importance of embedding sustainability in everything we do – not only in terms of addressing our own direct impacts, but also supporting our customers and partners, and collaborating with industry associations, academic institutions, and others. 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"status": "active", "canonId": "019de52d-05ca-77db-81fb-db7d4234bbc0", "version": 1, "description": null }, "framework": null }, "subkind": "unclassified", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 16:57:52.478+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0b7daa02-4ffa-4526-a77f-2aeeb0432e69", "parentComponentId": null }, { "bbox": { "h": 0.475, "w": 0.405, "x": 0.506, "y": 0.148 }, "kind": "paragraph", "text": "Our work and our commitment to the industry is driven by our global and diverse team. Our relentless focus on fostering talent has empowered our team to deliver next-generation innovations and exceptional value to our customers and partners worldwide, all while creating a positive workplace and offering flexible work dynamics that support a healthy work-life balance. Today, as we look ahead and take the next steps on our journey to make travel work better, we are guided by our long-term vision, despite near-term headwinds of continued volatility and uncertainty. We are confident that our guiding purpose, our financial strength, and our innovations, will allow us to continue to invest in creating a better connected, more sustainable, and traveler-centric ecosystem that powers the global travel and tourism industry. I'd like to extend our gratitude to our dedicated employees, our customers and partners, and our supportive shareholders for their unwavering support. This report is a reflection of the achievements of 2023 and the journey we're on thanks to all of these people. 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It was a year of strong growth, against a positive backdrop of global travel recovery. A year of innovation, with the opportunities linked to GenAI at the forefront of many of our conversations. And a year of redefinition, with the launch of our evolved brand and a new company purpose: we make the experience of travel better for everyone, everywhere by inspiring innovation, partnerships and responsibility to people, places and planet. This purpose reflects our ambition to be a leader in creating a connected, sustainable and traveler-centric ecosystem that powers progress across the entire travel and tourism industry. It also guides our decisions and actions as a company, as we strive to make a positive impact on the world through our technology, our people and our culture. In 2023 we experienced strong growth across all business segments, increased our R&D investments, progressed on our journey to the cloud and explored emerging technologies. 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Recent developments in this regard include airlines and airline alliances cooperating with railways (e.g. Deutsche Bahn now becoming part of Star Alliance).", "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 16:58:01.317+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bc647064-5baa-4528-a12a-e219b6002866", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.4, "x": 0.1, "y": 0.34 }, "kind": "paragraph", "text": "Technology can contribute to the more efficient use of infrastructure and energy and the reduction of carbon emissions. 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Used by analytical arcs (Triple-take, Onion) and learning arcs (Voyage-return, Tragedy)." }, "alignedBlockIds": null, "matchConfidence": 45 } ], "loops": [ { "to": 25, "from": 17, "loop": { "name": "15_why_now", "slug": "15-why-now", "status": "active", "bestFor": "Sales pitches, fundraising, requesting immediate budget approval", "canonId": "019dd956-6c00-70cd-bd42-6bacc4af726f", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Context (Trends) -> The Trigger Event -> The Window of Opportunity", "description": "Create temporal urgency by proving that the window of opportunity is opening or closing", "familyLabel": null }, "matchId": "019dd95a-08f8-7619-ac2b-da8f14169142", "evidence": "Travel outlook, health crises, disintermediation, cloud, XR — context for why action is required now.", "position": 2, "objective": "Frame industry forces creating urgency", "confidence": 65, "extraction": { "at": "2026-04-29 13:07:29.779839+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null } } ], "locked": true }, { "page": 26, "type": "setup", "title": "Includes SDG icons at the top. The central diagram illustrates the company's position as a hub in the travel industry.", "function": "establish_context", "rawType": "situation_overview", "block": null, "metadata": { "slideType": "situation_overview", "slideTypeCanon": { "name": "Situation overview", "slug": "situation_overview", "status": "active", "canonId": "019de52d-0cfe-7769-99aa-9a2fe82a4039", "version": 1, "description": null }, "function": "establish_context", "functionCanon": { "name": "Establish context", "slug": "establish_context", "status": "active", "canonId": "019de52d-1314-74e6-9074-d213dc0bdcdf", "version": 1, "description": null }, "density": "dense", "densityScore": 55, "componentCount": 6, "textChars": 612, "nDataPoints": 10, "notes": "Includes SDG icons at the top. The central diagram illustrates the company's position as a hub in the travel industry.", "elementsJson": [ "headline_text", "paragraph", "icon_grid", "process_diagram" ], "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "at": "2026-05-02 16:57:56.174+00", "seconds": 3.759, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019dd923-5eff-723e-9be6-49b04ad1e153/26", "deck": "/decks/019dd923-5eff-723e-9be6-49b04ad1e153", "deckAnchor": "/decks/019dd923-5eff-723e-9be6-49b04ad1e153#slide-26", "deckJson": "/decks/019dd923-5eff-723e-9be6-49b04ad1e153.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "Amadeus' purpose is to make the experience of travel better for everyone by inspiring innovation, partnerships and responsibility toward people, places and the planet.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": 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"description": "Schematic or relational diagram." }, "tool": null, "subkind": { "name": "Hub and spoke", "slug": "hub-spoke", "status": "active", "canonId": "019de52d-04db-73e6-81ca-a234f2f23fc1", "version": 1, "description": null }, "framework": null }, "subkind": "hub-spoke", "groupRole": null, "confidence": null, "extraction": { "at": "2026-05-02 16:57:56.174+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ab530ca9-18ea-4fc4-a013-320294bd5f1b", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.22, "x": 0.11, "y": 0.54 }, "kind": "metric", "text": "185 airport operators, 240 tour operators, 1M+ hotel properties, 79 ground handlers, 25 rail operators, 81 mobility providers, 33 cruise and ferry lines, 400+ airlines, 73 destination management organizations, 22 insurance provider groups", "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 16:57:56.174+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "afa4f428-4c3d-4b7d-9cde-df52d6f050aa", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.4, "x": 0.51, "y": 0.14 }, "kind": "paragraph", "text": "Our technology powers the global travel and tourism industry, inspiring more open ways of working and more connected ways of thinking...", "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 16:57:56.174+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c00f5af8-16af-446f-a524-7b0ed7c8606e", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.36, "x": 0.09, "y": 0.26 }, "kind": "title", "text": "We make travel work better", "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 16:57:56.174+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3f8e7b5c-b50c-42da-9891-17cecaf4a152", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.25, "x": 0.09, "y": 0.12 }, "kind": "title", "text": "Amadeus profile", "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 16:57:56.174+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d547c819-674d-4e1e-833e-598d25c4eba5", "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": "efa72a2b-57f5-4781-94e6-cf207614a829", "evidence": "The diagram/hub-spoke shows Amadeus at the heart of travel, potentially indicating a 2x2 matrix or a similar structure.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 03:22:51.513437+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 26, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Core Message Extraction", "slug": "core-message-extraction", "status": "active", "bestFor": "Any slide that carries an argument or finding. The diagnostic: if the slide has a chart on it, it needs a core message. Run extraction whenever the current title is a topic (Q3 performance, Customer satisfaction) rather than a claim, or when a reader could reasonably draw more than one conclusion from the visible evidence.", "canonId": "019dd956-bc71-707d-8867-1b2e810175cf", "version": 1, "bodyDocId": "f85613cb-4b77-462f-bfe6-3b862516e1a6", "description": "The discipline of distilling raw analysis, data, or content into a single declarative sentence — the slide's core message — that the audience would walk away with if they remembered nothing else. Process, not artefact: extraction questions run on the raw content until one sentence falls out.", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "019dd95a-1a8c-7709-b5e5-776025ef3e3d", "evidence": "Purpose statement crystallizes 'make travel better for everyone'.", "pageRefs": null, "priority": null, "whenToUse": "Any slide that carries an argument or finding. The diagnostic: if the slide has a chart on it, it needs a core message. Run extraction whenever the current title is a topic (Q3 performance, Customer satisfaction) rather than a claim, or when a reader could reasonably draw more than one conclusion from the visible evidence.", "confidence": 75, "extraction": { "at": "2026-04-29 13:07:34.284759+00", "model": "claude-legacy", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 26, "whyItWorks": "Solves the two failure modes of slide writing simultaneously: the topic title (which outsources interpretation to the audience and produces three different conclusions in three different heads) and the multi-thesis stapler (which exceeds working memory and gets remembered as fragments). Aligns with how readers actually consume decks — Heath & Heath's Find the Core, the journalist's nut graf, and Minto's governing thought all converge on the same cognitive economics.", "antipattern": "Topic titles disguised as core messages (Customer satisfaction, no verb, no stake); multi-thesis sentences stapled with and; hedged sentences (may show signs of possible softening); chart-caption titles (Revenue fell 4%) that restate what the chart already shows instead of naming the so-what; meta-commentary (this slide explores...) that describes the slide rather than concluding it.", "cardinality": null, "narrativePurpose": "Forces the slide author to do the interpretive work before the slide ships, so the audience does not have to do it during the meeting. Wins the WYSIATI battle on purpose — the loudest fragment on the page becomes the author's chosen sentence rather than whichever chart label happens to be largest." } ], "frameworks": [ { "matchId": "e9d92e1f-9b23-439b-8b9a-8489f7fe67d8", "evidence": "Central Amadeus node connecting providers, sellers, and buyers", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-05-02 16:57:56.174+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 26, "frameworkName": "hub-spoke" } ], "arcBeats": [ { "to": 102, "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 }, "from": 26, "name": "Solution & Approach", "beatId": "019dd95a-07a7-7579-bd62-dc6aa7b2dfaa", "matchId": "019dd95a-0543-7581-99b2-c455ecc4af36", "beatType": { "name": "Solution & Approach", "slug": "consultants-gambit-solution-approach", "status": "active", "canonId": "019dd9b8-071c-7161-9184-580fdac7a4f9", "version": 1, "description": null }, "evidence": "Profile, business areas, technology, innovation ecosystem.", "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. 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From the offers we make to the schedules we operate and the level of flexible and personalized service we provide across all our touchpoints, we want every aspect of the Saudia experience to delight our guests. 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An early focus has been dynamic pricing...", "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 16:58:01.675+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "af16c522-d767-48f2-80bc-7634262743de", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.22, "x": 0.22, "y": 0.82 }, "kind": "paragraph", "text": "Antti Tolvanen, Senior Vice President Network and Revenue Management, Finnair", "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 16:58:01.675+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cd224869-382b-489c-af02-4764ec851706", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.22, "x": 0.65, "y": 0.82 }, "kind": "paragraph", "text": "Ryan Green, Executive Vice President and Chief Commercial Officer, Southwest Airlines", "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 16:58:01.675+00", "model": "google/gemini-3.1-flash-lite-preview-20260303", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d9e984f6-57e3-456f-b759-955eb9060bbb", "parentComponentId": null }, { "bbox": { "h": 0.22, "w": 0.35, "x": 0.09, "y": 0.55 }, "kind": "quote", "text": "Amadeus Air Dynamic Pricing, driven by artificial intelligence, allowed us to test continuous pricing... 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