Public release · v0.2.0 · August 10, 2026
Better certification decisions start with better boundaries.
RoleMath Labs publishes open certification facts, an auditable evidence method, and small product experiments. It separates what a source supports from what a decision still cannot promise.
50certification records
13vendors represented
28exact live RoleMath links
11offers across 3 credential records
Public artifacts
Inspect the work—not just the pitch.
The product posture
Decide first. Source training later.
RoleMath separates credential fit, evidence, preparation, and observed training prices from provider sharing and commercial activation. The public sidecar contains no lead capture and makes no provider-relationship or availability claim.
Explicit limits
No certification-caused salary, hiring, pass rate, ROI, traffic, conversion, revenue, provider relationship, or employment outcome claim.