A phased rollout model — starting with a pilot group, then scaling through a trained facilitator network — built for institutions that want AI readiness across every department, not just one.
Prove the approach with a small group before wider commitment.
Expand cluster by cluster, department by department.
Outcome tracking at every phase, not just attendance records.