Start as a hands-on implementation and managed compliance engineering service. The first offer is a fixed-scope AI agent control package: inventory AI workflows, map them to required controls, configure logging and evidence capture, create human-in-the-loop approval paths, and deliver auditor-ready documentation. Over time, reusable connectors, evidence templates, control mappings, and monitoring playbooks can become a repeatable productized service or lightweight software layer.

The job signals show companies are no longer just experimenting with AI; they are operationalizing agentic workflows inside regulated environments. New AI governance expectations and audit frameworks are forcing teams to prove safe deployment, not just write policy.