01 · PROBLEM
Concentrated decision risk can hide inside acceptable performance.
A system can look healthy in aggregate while a narrow class carries disproportionate loss, reversal, challenge, customer friction or review pressure.
2,400synthetic decisions
182highlighted weak region
139forced definitive outcomes
The question is not whether the system performs. It is where consequence concentrates.
Synthetic public demonstration · No real buyer data · Public proof, private method · Company / privacy
ACTIVE DECISION ENVIRONMENT
Hidden weak class