Enterprise resource
Reliability ROI Worksheet
Worksheet to model savings from reduced manual QA, flakes, escapes, and faster remediation cycles.
Checklist
- Baseline manual regression hours per release
- Baseline flaky-test debug hours per month
- Average incident reproduction hours
- Estimated cost per escaped defect severity band
- Release delay days tied to validation
- Script maintenance hours per quarter
- Remediation cycle time detection-to-verified-fix
- Target reduction assumptions (illustrative)
- Targeted regression time savings
- Graph coverage percentage goal
- Executive metric: escape rate
- Executive metric: MTTR for reproduced issues
- Executive metric: release confidence score
- Quarterly reporting cadence
- Finance review of assumptions
- PoC measurement window dates
