Five pillars. One trust layer.

Reliability starts before an agent ships. Builder scores an agent as it's designed — surfacing weak instructions, missing guardrails, over-broad tool access, and injection exposure while they're still cheap to fix. It turns “is this agent safe to build on?” into a check you run, not a question you hope about.

Bring a broken agent, leave with a better one. Repair imports an agent in any major format, runs it against real adversarial attacks, shows exactly what broke with the agent's own response as evidence, generates a fix, and re-runs the diagnostic to prove the repair actually held. Every generated fix is evaluated by an independent judge before you're told to trust it.

Agents degrade quietly as prompts, data, and upstream models change — nothing errors, outputs just stop making sense. Monitor runs continuous evaluation against a known-good baseline, so drift and regression are caught the moment they appear, not the moment a customer complains.

For teams ready to move faster, Fix Engine applies remediations automatically — governed by policy, with a human-approval gate on every change and a full record of what changed and why. Autonomy where you want it, control where you need it.

When leadership, a customer, or a regulator asks “how do you know this agent is safe?”, Certify has the answer ready: an audit-ready evidence trail of every test run, every issue found, and every fix applied — mapped to the compliance frameworks your buyers require.