Interactive demoAnonymized data

Decision logicValidate inputs first, then weight history by actual time worked, and finally calculate a shared score. Invalid rows cannot silently affect the result.

Realistic demo data

Input validation8 / 10incomplete records isolated

Reference modelWeightedbased on valid time worked

Active logic4 layersidentity · time · metrics · context

Result auditSource → scoreevery value is traceable

PROCESS 1 / CURRENT WINDOW

Result in context

REFERENCE VALUE412Items/hREFERENCE VALUE38Units/h

Rank / profile	Valid time	Items/h	Relative performance	Units/h	Relative performance	Result

Above referenceClose to referenceRoom for improvementThe result combines both metrics without hiding the weaker one