Raw output, uncertain scope, inconsistent authority, duplicated controls, hidden execution.
Human load ≈ all actions × review cost
The problem is not whether AI exists in the organisation. The problem is knowing which choices can create consequences, under whose authority, and how much human attention is actually required.
EROC observes the enterprise, ACEI simulates the consequence boundary, and Replay measures what would change — before anything is allowed to execute.
That does not scale. Review-all turns human attention into the safety mechanism. Shadow AI, shadow IT, stale authority and hidden execution paths make the review queue noisier while the real consequence boundary remains unclear.
Raw output, uncertain scope, inconsistent authority, duplicated controls, hidden execution.
Human load ≈ all actions × review cost
Pre-screened, consequential residuals with state, authority, evidence and policy visible.
Human load ≈ exceptions × resolution cost
| Event | Surface | Action | Authority | Policy | Consequence | Shadow outcome |
|---|---|---|---|---|---|---|
| Run the replay to inspect the governed residual. | ||||||
The first engagement can start with synthetic data or a stale export. No production write access is required to establish where the real risks, review burden and safe delegation opportunities are.
Map shadow AI, IT, execution, authority and workflow against how the enterprise actually operates.
Run the same activity through ACEI without changing the live outcome.
Quantify review reduction, authority gaps, consequence exposure and candidate action classes.
Move only evidence-backed, bounded and reversible action classes toward governed execution.
Take a stale or anonymised activity export. Replay it. See what would have required human judgment, what could have been screened automatically, and where authority or policy was actually missing.
EROC Replay is a demonstration and evaluation surface. Observations are candidate evidence, not operative authority. Simulation results do not authorize execution. No browser score, promotion candidate or replay outcome can grant execution rights. Production execution remains subject to the normal ACEI / REHT authorization boundary and external enforcement.