NEW

Start with the pressure: sales, launch, abuse, agents, data, or guardrails

WR-04

Role-to-Cohort Scoring Flow

Role definitions, assessment evidence, calibrated scoring, and cohort reporting form one workforce-readiness pipeline.

transformation engine

WR-04

Role-to-Cohort Scoring Flow

Role definitions, assessment evidence, calibrated scoring, and cohort reporting form one workforce-readiness pipeline.

Transformation flow from role definitions and assessment evidence through calibrated scoring to individual and cohort reporting.

Role and leveldefinitionSkill and capabilitymodelAssessment responsesand evidenceOrganization andcohort contextTRANSFORMATIONScoring andcalibrationMap evidence to role expectationsCalculate supported scoresApply validated calibration whereavailablePreserve uncertainty and missingevidenceIndividualrole-readinessprofileCohortcapability viewPrioritylearning gapsPartner orenterprisereporting