Buyer problem
The buyer needs credible evidence.
Employees may have adjacent skills that are invisible to hiring managers, workforce planners, and internal mobility systems.
Why traditional tools fail
Legacy tools see output, not thinking.
Resumes, job histories, and self-tagged skills can miss capability, recency, and readiness for adjacent roles.
How QLM solves it
QLM captures the process.
QLM living skills profiles connect assessment evidence to skills, role readiness, and recommended next steps.
Evidence captured
The pilot produces reviewable signals.
Evidence includes demonstrated tasks, transfer signals, gaps, recency, and role-aligned readiness indicators.
Pilot design
A focused pilot can run before a district or institutional rollout.
Map one internal mobility pathway and use QLM profiles to identify readiness, support needs, and candidate evidence.
- Select one cohort and one measurable outcome.
- Run QLM for a short cycle with teacher or leader review.
- Review misconception, reasoning, and evidence patterns.
- Decide whether to expand the pilot.
Next step
Turn the category into a pilot.
Use this path when you want a pilot, research partnership, or product walkthrough.
Explore living profiles →