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A.I. In Football: Daily Summaries Delivered
by Tom Butterfield & David Bromley
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.
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- 2 days ago30 min
Ep62: World Cup Window — How to Watch a Tournament Like a Recruitment Department
Click Here To Learn More About The 'First XI Platform'Join the Free Kickstart ChallengeSummaryIn this episode, Tom Butterfield and David Bromley explore how to watch the World Cup as a recruitment tool, emphasizing the importance of preparation, data analysis, and understanding the limitations of tournament-based scouting.Key TopicsThe impact of visibility and FOMO on player valuationThe importance of upstream preparation and clear briefsLimitations of tournament data for long-term decisionsHow character under pressure reveals true player qualitiesThe role of data and observation in different tournament stagesSample size considerations and when to draw conclusionsThe value of a structured tournament log for recruitment insightsUseful LinksJoin the Free Kickstart ChallengeSupport The Show - Buy David and Tom a bag of peanut M&M's.InstagramYoutube Channel
- 1 weeks ago42 min
Ep61: The Clean Slate — What Would You Build If You Started Today?
Click Here To Learn More About The 'First XI Platform'Join the Free Kickstart ChallengeSummaryThis episode explores how football clubs can leverage AI and data tools effectively by starting from a clean slate. It emphasizes the importance of defining clear identity and process before tool adoption, and discusses common pitfalls like legacy platforms and confirmation bias.KeywordsFootball recruitment, AI in sports, data analytics, recruitment process, organisational change, AI tools, sports technology, decision making, club strategy, digital transformationKey TopicsAI integration in football recruitmentThe shoehorn problem and legacy platformsDesigning a process from scratch for AI adoptionStages of a data-driven recruitment processThe importance of identity and clear briefsUseful LinksJoin the Free Kickstart ChallengeSupport The Show - Buy David and Tom a bag of peanut M&M's.InstagramYoutube Channel
- 2 weeks ago30 min
Ep60: The Summer Window Is Open — Are You Ready?
Click Here To Learn More About The 'First XI Platform'Join the Free Kickstart ChallengeIn this episode, Tom Butterfield and David Bromley delve into the core principles of professional football recruitment, emphasizing the importance of clarity, preparation, and structured processes.They explore how clubs can optimize their decision-making and leverage AI tools effectively to build sustainable success.Main topics include:How to create a live, prioritized target matrixThe difference between prepared and reactive clubs during transfer windowsThe significance of early planning and decision logsThe role of AI in recruitment: avoiding vague briefs and amplifying clarityBuilding organizational resilience through standards rather than individual brillianceThe impact of club culture on recruitment outcomes and process consistencyPractical steps for clubs to close gaps before the transfer window opensThe future of AI in football and maintaining a focus on identity-first recruitmentUseful LinksJoin the Free Kickstart ChallengeSupport The Show - Buy David and Tom a bag of peanut M&M's.InstagramYoutube Channel
- 3 weeks ago38 min
Ep59: The Board Conversation — Making Recruitment Decisions Defensible Upwards
Click Here To Learn More About The 'First XI Platform'Join the Free Kickstart ChallengeIn this episode, David Bromley and Tom Butterfield delve into how football clubs can navigate the complexities of recruitment decision-making, especially in the context of AI integration. They emphasise the importance of systematic processes, governance, and honest communication with the board to foster trust and accountability.Key Topics:How football clubs are integrating AI into recruitment processes and the importance of serving a clear briefThe four underlying questions boards have about recruitment, including systematic decision-making, protecting club capital, competitiveness, and accountabilityThe importance of clear documentation such as identity snapshots, role briefs, decision logs, and target matrices to demonstrate process integrityNavigating the challenge of translating technical methods into language understood by club boardsHandling board pressures or overriding decisions without compromising process standardsThe significance of the decision log as a record of informed, justified decisionsWhen and how to address external pressures for specific AI tools or platformsStructuring a pre-window board briefing to set clear expectations and standards for the summer transfer windowThe value of governance in fostering a club-wide understanding that recruitment is about setting conditions, not just selecting playersHonest responses about AI usage, emphasizing purpose-driven tools that serve the recruitment briefUseful LinksJoin the Free Kickstart ChallengeSupport The Show - Buy David and Tom a bag of peanut M&M's.InstagramYoutube Channel
- May 14, 202640 min
Ep58: Reading the Market — How 'Identity' Filters Opportunity in a Noisy Window
Click Here To Learn More About The 'First XI Platform'Join the Free Kickstart ChallengeIn this episode, Tom Butterfield and David Bromley explore the complexities of football recruitment during noisy transfer windows.They emphasise the importance of a well-defined brief, discuss the role of AI platforms, and highlight strategies to maintain focus and professionalism under pressure.Main Topics:The impact of external noise sources like media, social speculation, release lists, loan recalls, and agent-driven offers on recruitment decisionsHow to map and filter noise using clear briefs and disciplined processesThe role of AI platforms in scale, speed, and managing distraction during busy windowsThe importance of saying no quickly and clearly to protect relationships and maintain process integrityPsychological strategies for staying anchored amidst high-pressure moments during the transfer windowUseful LinksJoin the Free Kickstart ChallengeSupport The Show - Buy David and Tom a bag of peanut M&M's.InstagramYoutube Channel
- May 8, 202642 min
Ep57: The New Manager Scenario - Rebuilding Identity Without Losing the Work
Click Here To Learn More About The 'First XI Platform'Join the Free Kickstart ChallengeIn this episode, Tom Butterfield and David Bromley explore the critical role of structured processes and AI tools in managing managerial changes within football clubs.They discuss how existing recruitment infrastructure can be preserved and adapted through transitions, highlighting practical strategies and the potential for AI to safeguard institutional knowledge.Key Topics:The impact of managerial changes on recruitment processes and content.The importance of maintaining robust infrastructure: decision logs, target matrices, role brief libraries.How AI tools can facilitate the preservation and organisation of tacit and explicit knowledge.Practical steps for onboarding a new manager without disrupting established recruitment habits.The dynamic between content updates and infrastructure stability during transitions.The opportunity to leverage AI for drafting decision logs, updating identity snapshots, and analysing implication shifts.The importance of a transparent, collaborative approach to align the new manager’s vision with existing processes.The strategic advantage of having a structured environment ahead of a manager’s arrival.Useful LinksClick Here To Learn More About The 'First XI Platform'Join the Free Kickstart ChallengeSupport The Show - Buy David and Tom a bag of peanut M&M's.InstagramYoutube Channel
- May 2, 202638 min
Ep56: Preparing for the Summer Window — What to Do Before the Pressure Arrives
Click Here To Learn More About The 'First XI Platform'Join the Free Kickstart ChallengeSummaryIn episode 56 of the AI in Football podcast, hosts Tom Butterfield and guest David Bromley delve into how AI and data tools are revolutionising football recruitment, particularly during the crucial May preparation window.They discuss the importance of disciplined planning, the role of AI in generating long lists, and the necessity of clear briefs to ensure effective recruitment.TakeawaysMay is the most critical month for preparation, not decision-making.AI tools are most effective when briefs are clear and well-defined.Proactive planning in May leads to better outcomes in June.Reviewing past decisions helps improve future recruitment strategies.Useful LinksJoin the Free Kickstart ChallengeSupport The Show - Buy David and Tom a bag of peanut M&M's.InstagramYoutube Channel
- Apr 25, 202642 min
Ep55: The One-Window Club - Why Process Gains Don't Stick
Click Here To Learn More About The 'First XI Platform'Join the Free Kickstart ChallengeSummaryThis 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 TopicsCommon reasons recruitment processes fail to become institutionalThe importance of clear standards and habits in recruitmentHow AI tools can mislead clubs into thinking they have a processThe significance of maintaining a process between windowsPractical steps for clubs to reset and improve their recruitment methodsUseful LinksJoin the Free Kickstart ChallengeSupport The Show - Buy David and Tom a bag of peanut M&M's.InstagramYoutube ChannelSummery 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.
About A.I. In Football
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.
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