Context: Core agility metric in regulated environments. Commonly underestimated because only engineering effort is counted—excluding validation & release.
Why it matters: Direct impact on innovation velocity, cost structure and competitiveness.
Drivers of long cycles:
- Full validation instead of delta.
- External dependencies.
- Media discontinuities (Word → modeling → system → PDF → approval).
Optimization levers:
- Word-native modeling.
- Automated audit trail.
- Parameterization vs hardcoding.
- Early risk segmentation.
Suggested metric: Median days from change request to released digital workflow.
Further reading: