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A.I. In Football

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This podcast has
173 episodes
Language
English
Date created
2023/09/24
Latest episode
2026/08/06
Average duration
40 min.
Release period
7 days

Description

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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Ep69: The Shop Window: What the World Cup’s Famous Transfer Stories Don’t Tell You!
2026/08/06
Click Here To Learn More About The 'First XI Platform' Join the Free Kickstart Challenge Players Who Turned World Cup Performances Into Big Transfers Summary In this episode, Tom Butterfield and David Bromley analyse the impact of World Cup performances on player transfers, exploring survivorship bias and the importance of comprehensive evidence in scouting decisions. Key Topics Impact of World Cup performances on transfersSurvivorship bias in footballImportance of comprehensive evidence in scoutingCase studies of Gilberto Silva, Mesut Ozil, James Rodriguez, Vozinha, ClebersonRisks of over-relying on tournament success Useful Links Join the Free Kickstart Challenge Support The Show - Buy David and Tom a bag of peanut M&M's. Instagram Youtube Channel
Ep68: What Spain’s World Cup Win Taught Us About Identity-Led Recruitment
2026/07/31
Click Here To Learn More About The 'First XI Platform' Join the Free Kickstart Challenge Spain's Winning Machine - 16 Titles in 5 Years Summary In this episode, David Bromley and Tom Butterfield analyse Spain's victory in the World Cup, emphasising the importance of identity-led recruitment and system-based success in football. They explore how Spain's strategic approach offers valuable lessons for football recruitment and team building. Key Topics Spain's tactical system and identity led recruitmentThe role of individual talent versus system in successKey player performances and their strategic valueThe importance of squad depth and squad managementHow system influences goalkeeper selection and performanceLessons for football recruitment and team building Useful Links Join the Free Kickstart Challenge Support The Show - Buy David and Tom a bag of peanut M&M's. Instagram Youtube Channel
Ep67: The Verdict - Is Recruiting from a World Cup a Mugs Game?
2026/07/19
Click Here To Learn More About The 'First XI Platform' Join the Free Kickstart Challenge Summary In this episode, Tom Butterfield and David Bromley analyse the tactical and psychological aspects of World Cup matches, focusing on team strategies, player performances, and recruitment insights. They explore how data and human intuition intersect in high-pressure scenarios, offering valuable lessons for scouts and coaches. Key Topics Team tactical adjustments during matchesPsychological resilience of playersData-driven recruitment vs intuitionCollective defensive systems in footballImpact of substitutions on game outcomesPlayer character and pressure handlingUse of AI in scouting and analysisCase studies from recent World Cup matches Useful Links Join the Free Kickstart Challenge Support The Show - Buy David and Tom a bag of peanut M&M's. Instagram Youtube Channel
Bonus Episode: David and Tom Discuss Mentality and Psychological Shifts from the Argentina v England Semi Final
2026/07/19
Click Here To Learn More About The 'First XI Platform' Join the Free Kickstart Challenge This was only supposed to be a two or three minute catch up before we started the recording for episode 67......However, we got pretty deep into some of the psychological reasons why England may have decided to change their approach after scoring against Argentina. Was it England choosing to hold on to their lead? Was it Argentina going through the gears? Was it all down to the technical and tactical brilliance of Leo Messi? Was it a combination of them all plus factors that we'll never know about? It was an interesting tangent and might be worth a listen. Here's to all of you listeners, we hope you enjoyed the World Cup, and we look forward to bringing you more episodes for the 2026/27 season. Useful Links Join the Free Kickstart Challenge Support The Show - Buy David and Tom a bag of peanut M&M's. Instagram Youtube Channel
Ep66: Into the Semi-Finals — England, the Market, and What the Tournament Has Actually Produced
2026/07/15
Click Here To Learn More About The 'First XI Platform' Join the Free Kickstart Challenge Summary In this episode, Tom Butterfield and David Bromley analyze the recent World Cup matches, tactical decisions, and their implications for football recruitment and data analysis. They explore key moments, referee decisions, player performances, and the role of AI in scouting. Key Topics Impact of referee decisions and VAR on match outcomesPlayer performance analysis and underrated talentsThe influence of tactical substitutions in knockout stagesThe use of AI and data tools in scouting and recruitmentThe importance of context in interpreting football data Useful Links Join the Free Kickstart Challenge Support The Show - Buy David and Tom a bag of peanut M&M's. Instagram Youtube Channel
Ep65: The Night at the Azteca — What England vs Mexico Told Us
2026/07/07
Click Here To Learn More About The 'First XI Platform' Join the Free Kickstart Challenge Summary Join us as we analyse the recent World Cup matches, focusing on tactical decisions, VAR controversies, and the resilience of teams under pressure. This episode offers insights into how data and character signals reveal the true story behind the game. Key Topics VAR controversies and decision-making in footballThe importance of character and resilience in knockout gamesData and expected goals (Xg) in analysing match outcomesTactical adjustments and substitutions under pressureImpact of environmental factors like altitude on team performanceThe significance of collective team mentality in high-stakes matchesAnalysis of individual player performances in critical momentsUpsets and surprises in recent World Cup historyThe role of data tools versus human judgment in sports analysis Useful Links Join the Free Kickstart Challenge Support The Show - Buy David and Tom a bag of peanut M&M's. Instagram Youtube Channel
Ep64: Three Games In: What Can We Actually Say?
2026/06/26
Click Here To Learn More About The 'First XI Platform' Join the Free Kickstart Challenge Summary In this episode, Tom Butterfield and David Bromley analyze the World Cup group stages, discussing team performances, key players like Yassin Ayari, and how to interpret tournament data for recruitment. They explore how match context influences player evaluation and what to expect in the knockout rounds. Key Topics Impact of group stage performances on recruitmentPlayer performance under pressure in knockout roundsThe significance of match context and opposition qualityCase study: Yassin Ayari's tournament performance and potentialInterpreting tournament data for scouting decisions Useful Links Join the Free Kickstart Challenge Support The Show - Buy David and Tom a bag of peanut M&M's. Instagram Youtube Channel
Ep63: The Noise Begins! Is There A Brief Behind Any Of This?
2026/06/19
Click Here To Learn More About The 'First XI Platform' Join the Free Kickstart Challenge Summary In this episode, Tom Butterfield and David Bromley analyze the impact of World Cup performances on football transfer market decisions, debunking myths and highlighting the importance of data-driven recruitment strategies. Key Topics Impact of World Cup on player valuationMarket noise and media influenceImportance of data in recruitment decisionsCase studies of recent transfers (Bernardo Silva, Bouaddi, Van Hecke)The role of speed and relationships in transfer negotiations Useful Links Join the Free Kickstart Challenge Support The Show - Buy David and Tom a bag of peanut M&M's. Instagram Youtube Channel
Ep62: World Cup Window — How to Watch a Tournament Like a Recruitment Department
2026/06/12
Click Here To Learn More About The 'First XI Platform' Join the Free Kickstart Challenge Summary In 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 Topics The 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 insights Useful Links Join the Free Kickstart Challenge Support The Show - Buy David and Tom a bag of peanut M&M's. Instagram Youtube Channel
Ep61: The Clean Slate — What Would You Build If You Started Today?
2026/06/05
Click Here To Learn More About The 'First XI Platform' Join the Free Kickstart Challenge Summary This 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. Keywords Football recruitment, AI in sports, data analytics, recruitment process, organisational change, AI tools, sports technology, decision making, club strategy, digital transformation Key Topics AI 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 briefs Useful Links Join the Free Kickstart Challenge Support The Show - Buy David and Tom a bag of peanut M&M's. Instagram Youtube Channel
Ep60: The Summer Window Is Open — Are You Ready?
2026/05/28
Click Here To Learn More About The 'First XI Platform' Join the Free Kickstart Challenge In 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 recruitment Useful Links Join the Free Kickstart Challenge Support The Show - Buy David and Tom a bag of peanut M&M's. Instagram Youtube Channel
Ep59: The Board Conversation — Making Recruitment Decisions Defensible Upwards
2026/05/22
Click Here To Learn More About The 'First XI Platform' Join the Free Kickstart Challenge In 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 brief Useful Links Join the Free Kickstart Challenge Support The Show - Buy David and Tom a bag of peanut M&M's. Instagram Youtube Channel
Ep58: Reading the Market — How 'Identity' Filters Opportunity in a Noisy Window
2026/05/14
Click Here To Learn More About The 'First XI Platform' Join the Free Kickstart Challenge In 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 window Useful Links Join the Free Kickstart Challenge Support The Show - Buy David and Tom a bag of peanut M&M's. Instagram Youtube Channel
Ep57: The New Manager Scenario - Rebuilding Identity Without Losing the Work
2026/05/08
Click Here To Learn More About The 'First XI Platform' Join the Free Kickstart Challenge In 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 Links Click Here To Learn More About The 'First XI Platform' Join the Free Kickstart Challenge Support The Show - Buy David and Tom a bag of peanut M&M's. Instagram Youtube Channel
Ep56: Preparing for the Summer Window — What to Do Before the Pressure Arrives
2026/05/02
Click Here To Learn More About The 'First XI Platform' Join the Free Kickstart Challenge Summary In 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. Takeaways May 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 Links Join the Free Kickstart Challenge Support The Show - Buy David and Tom a bag of peanut M&M's. Instagram Youtube Channel

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