10–14 min read
Intermediate
The scorecard that predicts success
Researched: 2026-03-05
This guide is updated regularly. Sources are listed under “References & evidence.”
Track ROI with a balanced scorecard (not only time saved):
| Metric | What it tells you | Why it matters |
|---|---|---|
| Cycle time | speed | customer impact, cost |
| Exception rate | stability | hidden rework loops |
| Evidence completeness | audit readiness | proof without archaeology |
| Adoption by version | change absorption | SOP drift control |
| Drift signals (should vs is) | quality under change | continuous improvement |
A practical ROI model
ROI in process automation is the product of:
- Volume (how often the workflow runs)
- Avoided rework (exceptions handled correctly the first time)
- Avoided audit cost (proof exists as structured artifacts)
- Reduced onboarding time (guided execution with HEIDI)
If you only count “time saved,” you will underinvest in governance—and your automation will not survive change.