{"podcast":{"title":"A.I. In Football","slug":"a-i-in-football-6622013","podcast_index_feed_id":6622013,"rss_url":"https://feeds.captivate.fm/atc/","website_url":"https://elevatehcw.kit.com/49a42d011b","image_url":"https://artwork.captivate.fm/31790e8b-cacc-460c-9874-014683e11da8/AI-In-Football-Podcast-Art-Work-1-2.jpg","author":"Tom Butterfield & David Bromley","episode_count":162,"summary":"AI in Football: Recruitment Decisions, Done Properly is a practical podcast about how football clubs make better recruitment decisions in an AI world — without the hype. We don’t chase novelty tools. We focus on the thinking and structure that makes any tool useful: clear role briefs, behaviours over labels, constraints and trade-offs, repeatable shortlisting, and decision review that actually improves the process. Each episode gives you something you can use: - Role Definition Templates (behaviour-based, not position labels) - Question sets that lead to better shortlists - Meeting Structures that stop recruitment becoming a persuasion contest - Simple Ways to Stress-Test Decisions (“what would make this wrong?”) - How AI Fits Safely: drafting, checking, standardising outputs — never replacing judgement If you work in recruitment, scouting, analysis, coaching, or you’re aiming to, this show is for you. Clarity First. Tools Second.","last_synced_at":null,"page_url":"https://stenobird.com/podcast/a-i-in-football-6622013"},"episodes":[{"title":"Ep59: The Board Conversation — Making Recruitment Decisions Defensible Upwards","slug":"ep59-the-board-conversation-making-recruitment-decisions-defensible-upwards","published_at":"2026-05-22T08:00:00+00:00","page_url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep59-the-board-conversation-making-recruitment-decisions-defensible-upwards","url":"https://atc.captivate.fm/episode/ep59-the-board-conversation-making-recruitment-decisions-defensible-upwards","duration_seconds":2283,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/a-i-in-football-6622013/episodes/ep59-the-board-conversation-making-recruitment-decisions-defensible-upwards/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep59-the-board-conversation-making-recruitment-decisions-defensible-upwards.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Ep58: Reading the Market — How 'Identity' Filters Opportunity in a Noisy Window","slug":"ep58-reading-the-market-how-identity-filters-opportunity-in-a-noisy-window","published_at":"2026-05-14T08:00:00+00:00","page_url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep58-reading-the-market-how-identity-filters-opportunity-in-a-noisy-window","url":"https://atc.captivate.fm/episode/ep58-reading-the-market-how-identity-filters-opportunity-in-a-noisy-window","duration_seconds":2451,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/a-i-in-football-6622013/episodes/ep58-reading-the-market-how-identity-filters-opportunity-in-a-noisy-window/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep58-reading-the-market-how-identity-filters-opportunity-in-a-noisy-window.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Ep57: The New Manager Scenario - Rebuilding Identity Without Losing the Work","slug":"ep57-the-new-manager-scenario-rebuilding-identity-without-losing-the-work","published_at":"2026-05-08T08:00:00+00:00","page_url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep57-the-new-manager-scenario-rebuilding-identity-without-losing-the-work","url":"https://atc.captivate.fm/episode/ep57-the-new-manager-scenario-rebuilding-identity-without-losing-the-work","duration_seconds":2577,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/a-i-in-football-6622013/episodes/ep57-the-new-manager-scenario-rebuilding-identity-without-losing-the-work/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep57-the-new-manager-scenario-rebuilding-identity-without-losing-the-work.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Ep56: Preparing for the Summer Window — What to Do Before the Pressure Arrives","slug":"ep56-preparing-for-the-summer-window-what-to-do-before-the-pressure-arrives","published_at":"2026-05-02T07:00:00+00:00","page_url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep56-preparing-for-the-summer-window-what-to-do-before-the-pressure-arrives","url":"https://atc.captivate.fm/episode/ep56-preparing-for-the-summer-window-what-to-do-before-the-pressure-arrives","duration_seconds":2338,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/a-i-in-football-6622013/episodes/ep56-preparing-for-the-summer-window-what-to-do-before-the-pressure-arrives/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep56-preparing-for-the-summer-window-what-to-do-before-the-pressure-arrives.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Ep55: The One-Window Club - Why Process Gains Don't Stick","slug":"ep55-the-one-window-club-why-process-gains-don-t-stick","published_at":"2026-04-25T08:00:00+00:00","page_url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep55-the-one-window-club-why-process-gains-don-t-stick","url":"https://atc.captivate.fm/episode/ep55-the-one-window-club-why-process-gains-dont-stick","duration_seconds":2541,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/a-i-in-football-6622013/episodes/ep55-the-one-window-club-why-process-gains-don-t-stick/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep55-the-one-window-club-why-process-gains-don-t-stick.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Ep54: The Agent Call — Maintaining Process Discipline When the Timeline Isn’t Yours","slug":"ep54-the-agent-call-maintaining-process-discipline-when-the-timeline-isn-t-yours","published_at":"2026-04-17T08:00:00+00:00","page_url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep54-the-agent-call-maintaining-process-discipline-when-the-timeline-isn-t-yours","url":"https://atc.captivate.fm/episode/ep54-","duration_seconds":2919,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/a-i-in-football-6622013/episodes/ep54-the-agent-call-maintaining-process-discipline-when-the-timeline-isn-t-yours/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep54-the-agent-call-maintaining-process-discipline-when-the-timeline-isn-t-yours.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Ep53: The Manager Problem - When The Brief Gets Overruled","slug":"ep53-the-manager-problem-when-the-brief-gets-overruled","published_at":"2026-04-10T08:00:00+00:00","page_url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep53-the-manager-problem-when-the-brief-gets-overruled","url":"https://atc.captivate.fm/episode/ep53","duration_seconds":2803,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/a-i-in-football-6622013/episodes/ep53-the-manager-problem-when-the-brief-gets-overruled/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep53-the-manager-problem-when-the-brief-gets-overruled.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Ep52 - The Method Meets Reality - Why Good Processes Get Rejected.","slug":"ep52-the-method-meets-reality-why-good-processes-get-rejected","published_at":"2026-04-03T08:00:00+00:00","page_url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep52-the-method-meets-reality-why-good-processes-get-rejected","url":"https://atc.captivate.fm/episode/ep52-i-did-put-the-correct-audio-file-i-just-counted-the-episode-numbers-wrong","duration_seconds":2409,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/a-i-in-football-6622013/episodes/ep52-the-method-meets-reality-why-good-processes-get-rejected/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep52-the-method-meets-reality-why-good-processes-get-rejected.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Ep51: The Club Operating Rhythm - Making The Model Outlast The Individual.","slug":"ep51-the-club-operating-rhythm-making-the-model-outlast-the-individual","published_at":"2026-03-29T08:00:00+00:00","page_url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep51-the-club-operating-rhythm-making-the-model-outlast-the-individual","url":"https://atc.captivate.fm/episode/ep51-the-club-operating-rhythm-making-the-model-outlast-the-individual-","duration_seconds":2688,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/a-i-in-football-6622013/episodes/ep51-the-club-operating-rhythm-making-the-model-outlast-the-individual/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep51-the-club-operating-rhythm-making-the-model-outlast-the-individual.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Ep50: The Shortlist Funnel: Data, Video Scouting, Live Scouting and the Target Matrix.","slug":"ep50-the-shortlist-funnel-data-video-scouting-live-scouting-and-the-target-matrix","published_at":"2026-03-20T05:00:00+00:00","page_url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep50-the-shortlist-funnel-data-video-scouting-live-scouting-and-the-target-matrix","url":"https://atc.captivate.fm/episode/ep50-","duration_seconds":2117,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/a-i-in-football-6622013/episodes/ep50-the-shortlist-funnel-data-video-scouting-live-scouting-and-the-target-matrix/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep50-the-shortlist-funnel-data-video-scouting-live-scouting-and-the-target-matrix.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Ep49: The Definition/Selection Meeting Split - When Are Player Names Allowed In The Room?","slug":"ep49-the-definition-selection-meeting-split-when-are-player-names-allowed-in-the-room","published_at":"2026-03-14T05:03:00+00:00","page_url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep49-the-definition-selection-meeting-split-when-are-player-names-allowed-in-the-room","url":"https://atc.captivate.fm/episode/ep49-","duration_seconds":3069,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/a-i-in-football-6622013/episodes/ep49-the-definition-selection-meeting-split-when-are-player-names-allowed-in-the-room/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep49-the-definition-selection-meeting-split-when-are-player-names-allowed-in-the-room.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Ep48: Turning Behaviours into Metrics - Choosing KPI's that Serve The Team Identity (And Avoid Analysis Theatre)","slug":"ep48-turning-behaviours-into-metrics-choosing-kpi-s-that-serve-the-team-identity-and-avoid-analysis-theatre","published_at":"2026-03-05T08:00:00+00:00","page_url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep48-turning-behaviours-into-metrics-choosing-kpi-s-that-serve-the-team-identity-and-avoid-analysis-theatre","url":"https://atc.captivate.fm/episode/ep48","duration_seconds":2088,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/a-i-in-football-6622013/episodes/ep48-turning-behaviours-into-metrics-choosing-kpi-s-that-serve-the-team-identity-and-avoid-analysis-theatre/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep48-turning-behaviours-into-metrics-choosing-kpi-s-that-serve-the-team-identity-and-avoid-analysis-theatre.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Ep47: Formations & Role Archetypes — What Your Identity Demands From Each Line.","slug":"ep47-formations-role-archetypes-what-your-identity-demands-from-each-line","published_at":"2026-02-28T08:00:00+00:00","page_url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep47-formations-role-archetypes-what-your-identity-demands-from-each-line","url":"https://atc.captivate.fm/episode/ep47-formations-role-archetypes-what-your-identity-demands-from-each-line-","duration_seconds":1679,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/a-i-in-football-6622013/episodes/ep47-formations-role-archetypes-what-your-identity-demands-from-each-line/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep47-formations-role-archetypes-what-your-identity-demands-from-each-line.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Bonus Episode 2 - Replacing Heung-Min Son - Ranking The Best Fit Replacements (Xavi Simons Ranked Number 33!)","slug":"bonus-episode-2-replacing-heung-min-son-ranking-the-best-fit-replacements-xavi-simons-ranked-number-33","published_at":"2026-02-19T08:00:00+00:00","page_url":"https://stenobird.com/podcast/a-i-in-football-6622013/bonus-episode-2-replacing-heung-min-son-ranking-the-best-fit-replacements-xavi-simons-ranked-number-33","url":"https://atc.captivate.fm/episode/bonus-episode-2-","duration_seconds":2407,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/a-i-in-football-6622013/episodes/bonus-episode-2-replacing-heung-min-son-ranking-the-best-fit-replacements-xavi-simons-ranked-number-33/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/a-i-in-football-6622013/bonus-episode-2-replacing-heung-min-son-ranking-the-best-fit-replacements-xavi-simons-ranked-number-33.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Bonus Episode: What Type of Player Should Replace Son Heung-Min at Spurs?","slug":"bonus-episode-what-type-of-player-should-replace-son-heung-min-at-spurs","published_at":"2026-02-13T05:03:00+00:00","page_url":"https://stenobird.com/podcast/a-i-in-football-6622013/bonus-episode-what-type-of-player-should-replace-son-heung-min-at-spurs","url":"https://atc.captivate.fm/episode/bonus-episode-what-type-of-player-should-replace-son-heung-min-at-spurs","duration_seconds":4071,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/a-i-in-football-6622013/episodes/bonus-episode-what-type-of-player-should-replace-son-heung-min-at-spurs/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/a-i-in-football-6622013/bonus-episode-what-type-of-player-should-replace-son-heung-min-at-spurs.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Ep46: Identity → Game Model — Turning Words Into 'Behaviours by Phase'.","slug":"ep46-identity-game-model-turning-words-into-behaviours-by-phase","published_at":"2026-02-06T05:04:00+00:00","page_url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep46-identity-game-model-turning-words-into-behaviours-by-phase","url":"https://atc.captivate.fm/episode/ep46-identity-game-model-turning-words-into-behaviours-by-phase-","duration_seconds":1821,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/a-i-in-football-6622013/episodes/ep46-identity-game-model-turning-words-into-behaviours-by-phase/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep46-identity-game-model-turning-words-into-behaviours-by-phase.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Ep45: Templates + Variants — Defining Identity Fast (Without Turning the Club into a Cartoon)","slug":"ep45-templates-variants-defining-identity-fast-without-turning-the-club-into-a-cartoon","published_at":"2026-01-30T05:03:00+00:00","page_url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep45-templates-variants-defining-identity-fast-without-turning-the-club-into-a-cartoon","url":"https://atc.captivate.fm/episode/ep45-templates-variants-defining-identity-fast-without-turning-the-club-into-a-cartoon","duration_seconds":1645,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/a-i-in-football-6622013/episodes/ep45-templates-variants-defining-identity-fast-without-turning-the-club-into-a-cartoon/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep45-templates-variants-defining-identity-fast-without-turning-the-club-into-a-cartoon.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Ep44: Identity Before Positions — Why “How We Win” Comes First","slug":"ep44-identity-before-positions-why-how-we-win-comes-first","published_at":"2026-01-22T08:00:00+00:00","page_url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep44-identity-before-positions-why-how-we-win-comes-first","url":"https://atc.captivate.fm/episode/ep44-","duration_seconds":2042,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/a-i-in-football-6622013/episodes/ep44-identity-before-positions-why-how-we-win-comes-first/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep44-identity-before-positions-why-how-we-win-comes-first.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Ep43: The Boundary Line — Using AI in Recruitment Without Getting Burned","slug":"ep43-the-boundary-line-using-ai-in-recruitment-without-getting-burned","published_at":"2026-01-15T08:00:00+00:00","page_url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep43-the-boundary-line-using-ai-in-recruitment-without-getting-burned","url":"https://atc.captivate.fm/episode/ep43-","duration_seconds":1993,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/a-i-in-football-6622013/episodes/ep43-the-boundary-line-using-ai-in-recruitment-without-getting-burned/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep43-the-boundary-line-using-ai-in-recruitment-without-getting-burned.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Ep42: Putting It Into Practice — The Context Stack As A Club 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episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep39-structure-in-recruitment-decisions-why-clarity-beats-guesswork.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Ep38: Why Football Needs Better Thinking: Structure, Clarity & the Rise of AI-Supported 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episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/a-i-in-football-6622013/ep37-the-festive-fixture-pile-up-rotation-recovery-and-risk.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}]}