Named accountability
Every digital employee has an owner, manager, manifest, and operating scope.
ISO 42001
AI management starts with knowing who the worker is.
ARX gives each AI system a lifecycle: declared role, responsible human, permitted tools, monitored behavior, evidence record, and defined exit.
Runtime evaluation
Drift events compare behavior against declared intent instead of vague policy prose.
Cohort review
Performance, overrides, incidents, and terminations roll up by workforce cohort.