Employee AI usage scattered across hundreds of applications & AI platforms
Training programs not tailored to different skills and maturity
AI adoption measured only by licenses, tokens and seats
One AI adoption map across every platform, process, and job role
Training and nudges targeted where AI maturity is actually thin
Maturity progression tracked role by role, with hours reallocated

