AWS Trust in Depth: Let Your AI Agents Loose (But Keep Them on a Leash)

Enterprise teams want AI agents to handle more tasks autonomously, but the trust gap is real. AWS's Trust in Depth framework uses a five-layer approach—scope, know, bound, observe, and prove—to let agents make decisions independently when outcomes are verifiable, while keeping humans in the loop for the tricky stuff.