Inputs — four signals that personalize every step
The engine ingests role, prior assessment performance, declared goals, and peer-cohort velocity. None of this is self-reported in a vacuum: signals are validated against the Skills Graph and updated continuously.
- Role & competency gap from Skills Graph v3
- Prior mastery scores from assessments and xAPI traces
- Stated goals from manager-set development plans
- Cohort velocity from anonymized peer performance