Your AI pipeline hums along, generating models, scoring data, and deploying autonomous agents faster than you can sip your coffee. Then someone asks how you know every API call, model update, or GPT-style output stayed within policy. Silence. Logs scatter across systems, screenshots pile up, and audit season is now