Start as a productized security assessment and managed remediation service for AI agent and machine identity governance. The operator connects to identity providers, cloud accounts, code repositories, SaaS^? admin consoles, data platforms, and AI control planes to build an inventory of non-human identities and risky access paths. The first deliverable is a prioritized remediation plan plus implementation support for least privilege, ownership assignment, rotation, audit logging, and agent access policies. Over time, the repeated checks, evidence collection, and policy templates can become a lightweight product or managed platform.

AI agents and automated workflows are creating new non-human access surfaces across cloud, data, SaaS^?, and developer environments. Large vendors are hiring around AI governance, identity security, access control, provenance, and unsanctioned AI containment, showing demand before workflows are fully standardized.