Be consistent enough that trust stops requiring supervision.

Supervision exists because outcomes are uncertain. Remove the uncertainty and the supervision becomes pointless, which frees both people. That transition happens only after a long enough run of consistency that checking starts to feel absurd to the person doing it.

If you want more autonomy, provide consistency first rather than asking for the trust. Deliver reliably for long enough and the oversight tends to fall away without a conversation.