Suppose you've built all of the above. How do you prove it to your board, your customers and your regulators? Contracts and guardians describe your controls. Buyers increasingly want independent proof that those controls hold up. The market's answer is emerging certification, and the front-runner for agents is AIUC-1: The first standard purpose-built for AI agent security, safety and reliability, created with more than 100 Fortune 500 CISOs and often described as “a SOC 2 for AI agents.” It spans six requirement domains: data and privacy, security, safety, reliability, accountability and society. It's grounded in independent evaluations, audited by accredited third parties, refreshed quarterly and crosswalked to the EU AI Act, ISO 42001, NIST AI RMF, MITRE ATLAS and the OWASP Agentic Top 10, so certification work compounds into regulatory readiness.20
Here's a useful way to read the standard: It independently demands what this playbook builds. Limited agent data access and PII protection (contract data scope). Prevention of unauthorized actions and unsafe tool calls (runtime supervision and blocking). Monitoring with human review flags for high-risk outputs (exception-based oversight). Assigned accountability with activity logging (registry and ownership). If you've built chapters 3 through 6, you've been building toward certifiability all along.
Collibra has achieved AIUC-1 certification, the first Data and AI governance platform to do so.21 We hold our own platform to the standard we help customers meet. And we help you operationalize it too: AI Governance ships an out-of-the-box AIUC-1 assessment template, so you can evaluate agents against the standard's requirement areas inside the same platform that governs them. In practice, inventory, ownership and lineage produce the accountability evidence, agent contracts turn requirement areas into machine-readable controls and Guardian Agents supervise and log conformance continuously. Certification stops being an annual audit scramble and becomes a byproduct of how the fleet is governed. One honest flag: AIUC-1 is young and evolves quarterly. Read it as where the industry is heading, not a settled obligation.
