Human reviewed
AI workload audit
Record frequency, time, standardization, variability and risk before comparing execution methods.
- Current baseline
- Execution recommendation
- Risk and confidence

AIOS PLAYBOOKS
Choose a workflow, define human review and evidence, then turn the decision into a 30-day action plan.
CHOOSE A STAGE
Human reviewed
Record frequency, time, standardization, variability and risk before comparing execution methods.
Human reviewed
Test one bounded workflow, define approval points and collect real use and correction evidence.
Human reviewed
Translate Reduce, Refine and Rebuild into an executive decision and the next experiment.