Baseline before implementation
Without a baseline, ROI is only a feeling. Before building, record how long the current process takes and where errors usually happen.
- Cycle time
- Manual touch
- Error count
- Report delay
OPERCEL Documentation
Automation ROI benchmark template
A before-and-after measurement frame for automation: time, errors, manual steps, reporting latency, and operating cost.
Measure after production
After launch, measure the same metrics and add operational signals like submit success rate, cache hit, support tickets, and follow-up questions.
- Submit success
- Cache hit
- Support ticket
- Follow-up count
Expansion decision
Only expand once the first workflow proves value or clearly exposes the next bottleneck.
- ROI evidence
- Next bottleneck
- Risk note
- Expansion backlog