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TechRadar
TechRadar
Markus Muller

Building league-winning AI agents: Lessons from the football pitch

Big letters AI in pink in front of pink and blue strands of light suggesting a digital explosion.

Every year, when football clubs across Europe battle to top their leagues, one truth emerges: talent alone doesn’t win trophies. You need structure, tactics and squad depth. Even the best players can’t perform consistently without the right environment and, in the early season, the teams without a clear strategy quickly unravel.

The same can be said for enterprises looking for success with their agentic AI deployments. Right now, it seems many haven’t nailed the winning formula. Just a fraction (12%) of CEOs say AI has delivered both cost and revenue benefits, so adoption alone won’t guarantee results.

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