Intelligence Layer 04
RoleMatch™ Engine
A transparent scoring engine that multiplies raw category scores by configured role weights to produce a defensible overall RoleMatch™ — with a full breakdown.
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Example RoleMatch™
Score traceability
Black boxes
What It Does
Deterministic, weighted, role-aligned scoring.
Black-box AI scores erode trust. The RoleMatch™ Engine is deliberately deterministic: raw category score × configured role weight = weighted contribution. Every number in the final score can be traced, explained, and audited.
The result is a single, comparable RoleMatch™ percentage per candidate — backed by a weighted category breakdown, skill radar, extracted structured intelligence, and matched keywords.
Weights configured
Role weights are locked from the Job Visualization profile.
Signals scored
Assessment and simulation signal is scored per category.
RoleMatch™ produced
A transparent, weighted score with full breakdown per candidate.
Business Value
Why executives choose this layer.
Explainable decisions
Every score is defensible to leadership, candidates, and auditors.
Configurable weights
Tune the engine to what actually matters for each role.
Comparable candidates
One consistent scale across the entire applicant pool.
The Operating System
Explore the other layers.
See RoleMatch™ Engine on your roles.
Book a strategy call and walk through the live system with a hiring strategist.