Episode 51

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Published on:

29th Mar 2026

Ep51: The Club Operating Rhythm - Making The Model Outlast The Individual.

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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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About the Podcast

A.I. In Football
Recruitment Decisions, Done Properly.
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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About your hosts

Thomas Butterfield

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I'm a very approachable obsessive learner who is always interested in the stories of others, and how that information and experience can be used to help others move the needle of their life in a positive direction.

As a result of the work I do adults and younger people understand the importance of being an active participant in their own health.

The result of this is we at Elevate Health Chiropractic and Wellbeing are putting better educated individuals into the community who are making better health decisions for themselves and those they care for the most.
They move better, they eat better, they think better.

They Feel Better.

We are always looking to work with and help individuals and organisations who value their own health, that of their family, or their staff high enough to take that next step with Elevate Health, Chiropractic and Wellbeing.

David Bromley

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For the last fifteen years I have applied my analytical, systems-evaluation and financial background to the football industry.

As a long-term student of the game I hold coaching badges from the English Football Association and am a certified member of the Professional Football Scouts Association.

I hold distinctions in the Prozone (STATS) Professional Performance Analysis/ Performance Data & Recruitment Certificates Levels 1,2 & 3 in addition to being an F.A. Registered Intermediary.

My experience in football has enabled me to view player recruitment from the 'sharp end' and allows me to tailor my service to meet clients' best interests.