Everyone talks about ROI. Dashboards are full of it. Business cases are built on it. Decisions are justified with it.
But in practice, we are missing a second variable that matters just as much: how fast does the money come back?
Because two initiatives with the same ROI can have very different business value once time is introduced.
- cash constraints - reinvestment opportunities - operational risk - market volatility
About the author

Cyril Noirot
Lead Data Scientist
Freelance data scientist. I design and ship decision systems — forecasting, pricing, marketing measurement, optimization.