The validation loop
The model must keep matching the live machine.
Deployment was justified by an expectancy model. Validation asks, continuously, whether live evidence still supports that model:
- Weekly GREEN/YELLOW/RED tags keep expectancy status readable at a glance.
- Branch EV and blended EV expose which part of the machine is carrying the results.
- Net-of-fees verification stops friction from hiding inside gross expectancy.

