The Production Readiness Gate: What an Enterprise AI Agent Must Pass Before Go-Live
A production-ready enterprise AI agent has passed seven gates with named owners and recorded evidence. It has demonstrated business value, authorized data access, measurable quality, security, governance, operational controls, and appropriate human oversight. This makes AI agent production readiness a repeatable go-live decision rather than a judgment based on a successful demonstration. What does "production-ready" mean for an enterprise AI agent? A production-ready AI agent performs a defined business task within explicit boundaries, with evidence that it is safe, measurable, governable, and operable. A successful demo alone does not establish readiness. An AI agent go-live checklist should cover value, data, evaluation, security, governance, operations, and human oversight. The Production Readiness Gate is Brillio's proposed model, built on the public standards and surveys cited here. It is not an industry standard. Its purpose is to give enterprise leaders a consisten...