『A.I. In Football』のカバーアート

A.I. In Football

A.I. In Football

著者: Tom Butterfield & David Bromley
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今ならプレミアムプランが3カ月 月額99円

2026年5月12日まで。4か月目以降は月額1,500円で自動更新します。

概要

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.Copyright 2026 Tom Butterfield & David Bromley サッカー
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  • Ep51: The Club Operating Rhythm - Making The Model Outlast The Individual.
    2026/03/29

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    Summary

    This episode explores the importance of establishing a consistent and institutionalised recruitment process in football clubs. It covers the key documents, regular meeting rhythms, and strategies to ensure the process outlasts individual personnel changes.

    We explore the role of structured identity work, AI, and data-driven decision-making in football recruitment. David and Tom discuss how a clear, upstream process transforms recruitment practices, enhances decision defensibility, and integrates AI tools effectively.

    Key Topics

    • The four key documents for recruitment: identity snapshot, role brief library, shortlist archive, target matrix
    • The importance of a weekly recruitment rhythm and structured meetings
    • Challenges in maintaining a continuous recruitment process during the season
    • How to ensure process sustainability despite personnel changes
    • The role of ownership and accountability in process maintenance
    • The importance of current identity snapshot and role briefs
    • Using AI to maintain document consistency and flag updates
    • The impact of structured workflows on decision-making and club culture

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    45 分
  • Ep50: The Shortlist Funnel: Data, Video Scouting, Live Scouting and the Target Matrix.
    2026/03/20

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    Dive into how systematic processes in football recruitment can revolutionize your squad building—focusing on filtering, evidence-based decision making, and maintaining a live, dynamic target matrix. Perfect for club staff and analysts aiming for consistency and agility in player evaluation.
    In this episode:
    1. The significance of a disciplined funnel approach to streamline shortlisting
    2. Differentiating between long lists, filtered shortlists, and the importance of evidence consistency
    3. The four stages of the recruitment funnel: Data, Video, Live Scouting, and Target Matrix
    4. How to correctly apply behavioral filters at each stage to avoid wasting resources
    5. The role of evidence-based decision making and maintaining a collaborative, club-wide consensus
    6. Practical tips to keep the target matrix current, live, and actionable
    7. Common pitfalls in recruitment processes and how to mitigate them
    8. The value of discipline, routine, and continuous updates in recruitment work

    Timestamps:

    00:00 - Introduction to recruitment process discipline

    02:13 - The importance of a consistent funnel approach

    04:33 - The problem with unfiltered shortlists

    06:27 - Four stages of the recruitment funnel

    08:07 - Filtering based on behavioral evidence

    13:19 - The importance of pre-filtering and avoiding resource wastage

    18:37 - Focused video analysis—questions for behavioral confirmation

    22:45 - Balancing data limitations with evaluation rigor

    27:19 - The critical role of live scouting in assessing intangible traits

    31:53 - Developing and maintaining the target matrix

    36:55 - Continuous updates, resource allocation, and process discipline

    41:00 - Final thoughts and next episode preview


    Extra Tips:
    1. Regularly review and update your target matrix—each month if possible
    2. Ensure your behavioural filters are specific and questions are well-defined
    3. Use a clear evidence chain to justify and explain your recruitment decisions
    4. Focus scouting efforts on a handful of well-vetted candidates to maximise impact

    Remember:

    Building a reliable, evidence-backed recruitment process isn't quick, but the discipline and consistency pay off massively in squad quality and operational efficiency.

    Useful Links

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    35 分
  • Ep49: The Definition/Selection Meeting Split - When Are Player Names Allowed In The Room?
    2026/03/14

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    Summary

    This episode explores the importance of structured decision-making in recruitment, the role of AI tools, and the discipline needed to ensure quality standards.

    Hosts Tom Butterfield and David Bromley discuss how to implement effective processes, the split between definition and selection, and practical steps for recruiters.

    Key Topics

    1. The importance of clear standards and coverage maps in talent selection
    2. How AI tools can generate long lists but need human judgment for final decisions
    3. The split between defining the archetype and selecting the candidate
    4. The discipline of running a structured evidence chain from data to video to live scouting
    5. Practical steps for recruiters to improve decision quality before meetings

    Takeaways

    1. AI tools are useful for generating long lists but should not replace human judgment in final selection
    2. Clarity in standards and coverage maps ensures consistent measurement of candidates
    3. Defining archetypes and behaviors before discussing names improves decision quality
    4. Running a structured evidence chain reduces the risk of costly wrong hires
    5. Preparation steps like writing archetypes and metrics can be done before recruitment meetings

    Action Items

    1. Choose one role to recruit for and define the archetype in one sentence
    2. Identify three behaviors and corresponding metrics
    3. Write video questions to confirm behaviors
    4. Establish two non-negotiables for candidate evaluation
    5. Review and align the standard before discussing names

    Useful Links

    Join the Free Kickstart Challenge

    Support The Show - Buy David and Tom a bag of peanut M&M's.

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    51 分
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