Football clubs are expanding analytics teams as transfer fees rise and mistakes become harder to absorb.
Recruitment departments now combine traditional scouting with workload data, injury histories, and contract intelligence to test whether a target fits the team as well as the budget.
The best-run clubs still insist that data supports judgment rather than replacing it. Coaches want evidence that a player can adapt to tempo, role, and pressure, not just a dashboard score.
Agents say the process has become more forensic, with clubs asking sharper questions earlier in negotiations and walking away faster when the risk profile changes.