AS Simulate

A what-if tool that lets engineers and calibrators input hypothetical Datapoint scores and see the resulting AS without running a real scan. Used during calibration to verify that formula changes produce expected behaviour across a range of score combinations before publishing via TimeMachine. AS Simulate runs entirely in memory against the current formula configuration.