AIS409 (Part 1): From the Boardroom to the Frontline: Field Notes on What Makes AI Adoption Stick

AI Adoption from the Boardroom to the Frontline

Yulia shares her field notes from hands-on AI work at every organizational altitude, examining what she is seeing among board directors, executive teams, and frontline deployments. She surfaces observations spanning governance, access, and everyday workflows and explores how AI adoption challenges look different depending on where they emerge in the organization.