Process X-Ray
The diagnostic uses event data, records, documents, interviews, and observation to reconstruct the real process—not only the procedure document. It identifies queues, handoffs, repeated reviews, workarounds, rework, and downstream bottlenecks.
Intervention hierarchy
- Clarify policy and ownership.
- Remove unnecessary steps and handoffs.
- Standardize inputs and decision rules.
- Integrate systems and authoritative data.
- Automate deterministic work.
- Add machine intelligence only where variation or judgment warrants it.
- Use bounded agents only when multi-step coordination creates value and permissions can be constrained.
Pilot controls
Measured result
- Primary process outcome
- Quality and exception guardrails
- Downstream workload
- Human review cost
- Cost per successful case
Operating safety
- Named process owner
- Limited cohort
- Audit trail
- Manual fallback
- Rollback and release decision
Stop conditions
- Event or observational evidence cannot establish a credible baseline.
- The process owner cannot change root causes.
- Automation only shifts work downstream.
- Exception economics eliminate the benefit.
- The solution depends on an unstable interface without a viable integration path.
