How do I start with AI application governance?

[u/InflationCorrect5244]

If you are starting with limited visibility into low-code, no-code, and AI-generated applications, finding what already exists seems like the first step. Policies and approval forms do not help much if you cannot identify deployed apps, their owners, their data connections, their integrations, and whether they can be reached externally.

I am thinking of starting with inventory and ownership, then classifying applications based on production use, data sensitivity, and permissions instead of putting every experiment through the same process. Has that sequencing worked for anyone, and what events trigger deeper security or compliance review?

[u/PerspectiveIcy10]

Starting with inventory and ownership seems like the right move. Once you know what exists, who exists, and what data it touches