Case study
Multi-site operator: Invoice processing moved from inbox triage to an auditable workflow.
Anonymized proof page with method notes, redacted visuals and handover artifacts.
Operations control surface
Order-to-cash workflow
Healthy12:06
Live process rail3 exceptions watched
- 1Capture
- 2Validate
- 3Route
- 4Approve
- 5Report
Exception queue
Needs owner- Credit hold requires approvalFinance
- Warehouse count mismatchOps
- Report refreshed from sourceAuto
340 hrs/mo removed
99.6% sync accuracy
0 silent failures
2,800 hrs/year returnedMethod: compared baseline month to three-month post-launch average.
AP cycle shortenedMethod: measured from operational logs and stakeholder sign-off.
0Critical handover gaps at launch.
Before.
Invoices arrived in inboxes and were manually interpreted, routed and entered.
After.
AP cycle time dropped and exceptions became visible before downstream finance cleanup.
What changed.
Created an intake pipeline with extraction, validation and review queues for edge cases.
Metric method.
Each metric is paired with the source used to measure it: workflow logs, finance reports, support queues or stakeholder-approved baseline snapshots. Final client-facing versions should include the approved measurement source and date range.
Handover artifacts.
- Architecture diagram and data ownership notes.
- Deployment and rollback runbook.
- Known edge cases and recovery paths.
- Training walkthrough for the internal owner.