A Growing Digital Workforce Nobody Was Watching
A mid-size financial services firm had been aggressively adopting AI over the past 18 months. Individual teams were building and deploying AI agents to automate customer workflows, generate reports, and query internal data systems. Each agent was stood up quickly, often using shared API keys, service accounts, or OAuth tokens created on the fly.
There was no central registry, no ownership model, no lifecycle policy. The security team had visibility into their human workforce but had no way to answer a basic question: what non-human identities exist in our environment, and what can they access?
Three Problems That Could Not Wait
Discover, Govern, Remediate.
ObserveID connected to the firm's cloud, hybrid, and on-premise environments through its 250+ prebuilt connectors. The platform automatically detected every identity, role, and entitlement across all systems. Within hours, the security team had a complete, real-time inventory of over 300 AI agent identities that had never been formally registered, each mapped to its permissions, owner, and activity history.
The team used OBI, ObserveID's AI assistant, to ask natural-language questions like "Which agents have access to customer PII?" and "Show me all NHIs with no activity in 90 days." OBI returned structured, explainable reports in seconds, surfacing policy violations and Segregation of Duties (SoD) conflicts without a single manual query or custom report build.
Using ObserveID's automated Joiner-Mover-Leaver workflows, the team revoked excess access across all flagged agents and applied least-privilege policies at scale. Dormant NHIs were decommissioned. Active agents were assigned human owners and brought into a governed lifecycle for the first time.
With real-time monitoring and continuous governance in place, the firm could generate audit-ready compliance reports instantly. When regulators requested evidence of access controls, the team produced a complete, timestamped record of every agent identity, its permissions, and its activity, in minutes rather than weeks.
What Changed
What Made This Possible
This outcome was built on ObserveID's converged platform, combining IAM, IGA, PAM, IVIP, ITDR and CIEM in a single system with AI built in from the ground up.
