ONE SOURCE OF TRUTH
Goal context anchors every signal
Every decision stays aligned with the learner's goal.
Real-Time Skill Context
Skill Telemetry keeps the learner model current and guides what comes next.
Readiness
Current level changes with evidence
Every lesson updates what the learner is ready to learn next.
Confidence
Assessment signals sharpen the model
Learner signals separate confidence from real readiness.
Recency
Freshness prevents stale recommendations
Tracks skill readiness to recommend the right next step.
Next action
Recommendations stay explainable
Every signal shapes the learner's next best step.