ALIF: Building AI Fluency, One Cohort at a Time
Scale AI, Tuesday, August 25th, 2026
Scale AI's ALIF program builds workforce fluency and change management to move organizations past isolated AI pilots.
Scale AI observes that AI adoption is growing quickly while organization-wide impact is not: most organizations now use AI in at least one business function, but few scale it beyond that.
The post argues the missing ingredient is not technology but workforce fluency and change management. ALIF is Scale's program addressing this, run in cohorts so that groups build capability together rather than individuals training in isolation.
The approach targets the organizational conditions that turn isolated pilots into enterprise adoption.