{"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"},"episode":{"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","show_page_url":"https://stenobird.com/podcast/a-i-in-football-6622013","url":"https://atc.captivate.fm/episode/ep55-the-one-window-club-why-process-gains-dont-stick","audio_url":"https://episodes.captivate.fm/episode/bcaecb16-f636-40b7-93ab-e1192b44b46f.mp3","summary":"Click Here To Learn More About The 'First XI Platform' Join the Free Kickstart Challenge Summary This episode explores the common pitfalls in football recruitment processes, the importance of consistent methods, and how to effectively utilise AI tools without mistaking them for the process itself. Hosted by Tom Butterfield with guest David Bromley, it offers practical insights for clubs aiming to improve their recruitment strategies. Key Topics Common reasons recruitment processes fail to become institutional The importance of clear standards and habits in recruitment How AI tools can mislead clubs into thinking they have a process The significance of maintaining a process between windows Practical steps for clubs to reset and improve their recruitment methods Useful Links Join the Free Kickstart Challenge Support The Show - Buy David and Tom a bag of peanut M&M's. Instagram Youtube Channel Summery Most clubs that introduce structured recruitment run it well once. We examine the five patterns that cause process gains to regress - including why AI tools are frequently mistaken for the process itself.","meta_description":"Click Here To Learn More About The 'First XI Platform' Join the Free Kickstart Challenge Summary This episode explores the common pitfalls in football rec…","key_points":[],"chapters":[],"topics":[],"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."}]}}