AI agents move money, change infrastructure, and ship code, choosing their own steps. That autonomy makes them valuable, and hard to trust. Trust in Depth expands what agents can safely do: automate what can be verified, save human judgment for decisions that need it. We will walk through four moments where trust is earned and show how automated reasoning proves rules hold. Leave knowing how to match an agent's autonomy to the evidence behind it.