Evidence before production
Security and compliance teams get review-ready records before agents write to core systems.
Customers
The pattern is the same even when the agents are different.
Customers use ARX to move from useful but blocked agents to governed digital employees with managers, records, and clean exits.
Internal agent catalog
Engineering teams publish agents into a governed roster instead of one-off automations.
Manager-bound work
Agents coordinate workflows across systems with approvals where judgment belongs.