Traditional vs simulation-first — eight decision factors
The methodology gap is measurable across every operational dimension.
ROI above 10%
92%
Of adopters — MindInventory 2026
Year one cost reduction
20–30%
Simio 2026
Downtime reduction
30–50%
McKinsey Global
Training speedup
16x
vs CPU baseline — NVIDIA
| FACTOR | TRADITIONAL | SIMULATION-FIRST |
|---|
Sources: Simio 2026, NVIDIA Isaac Lab benchmarks, McKinsey Global Institute, MindInventory 2026