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11:15 - 11:45  Data Engineering, Integration & Automation Theatre

As Easy as ABC? A Practical Framework for Evaluating Third-Party Data, in Football and Beyond

Tuesday 13th October 2026

About

Football clubs now have the opportunity to integrate data from dozens of providers: event data, tracking data, broadcast data and biometric data. But there has been little practical discussion of a systematic way to evaluate whether that data is good enough to use. This session will introduce how third-party football data is collected and then present a framework for evaluating competing providers, developed from years of working with data at Manchester United and across dozens of clubs globally. Attendees will leave with a practical toolkit they can apply immediately and a clearer sense of the questions they should be asking when assessing any third-party data provider.

Key Takeaways:

  • A seven-dimension framework for evaluating third-party data providers, applicable beyond football
  • Why accuracy alone is not a sufficient measure of data quality
  • Practical ways to improve data provider quality
  • Anecdotes from behind the scenes at Manchester United and football clubs around the world