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Solutions
Hold a whole talent ecosystem in one record.
Clubs, academies, teams and events are all organisations with members, roles and permissions, and athletes may belong to more than one. The relationships are explicit, so an ecosystem is something you can see rather than something you reconstruct.
Every athlete interaction adds evidence to the same structure. The intelligence available to you improves as the record deepens, without anyone running a separate exercise to produce it.
Programmes are judged on what changed. Because evidence is versioned and never overwritten, the state of an athlete before a programme remains available afterwards — which is what makes the difference measurable rather than asserted.