Remediation with supervision
Let agents triage and remediate while ARX gates high-risk writes and preserves evidence.
Solutions
Govern the first cohort, then scale the workforce.
The practical unit is not a model or an app. It is a cohort of digital employees bound to human managers, connectors, records, and termination procedures.
Workflow workforces
Coordinate work across ticketing, finance, customer systems, and internal tools.
Decision support with records
Give leaders private agents whose access, outputs, and handoffs remain governed.