AML

outcome impact outcome-driven PerformanceAccuracySpeed · maximize

Every feature resolves once → already traced to profit

Metric type PerformanceAccuracySpeed, direction maximize. One shared model means a feature ships already knowing its own payoff — zero blind features.

BASELINE built with no traceability, guessed at TARGET built onto the stream, proven PerformanceAccuracySpeed ↑ maximize baseline guessed value target proven value
Baselineevery feature is built and shipped, then someone tries to guess what it was worth
Mechanismone shared model forces every feature onto the same profit stream from the first line of code
TargetPerformanceAccuracySpeed maximized — a feature's payoff is provable the moment it ships, every time

Outcome chart · illustrative gauge, grounded in AML's own claim · not a live metric