FeaturedWorkforce Development / Healthcare Education
The Specialist OS: Running a Healthcare Workforce Program on Real Infrastructure
How we rebuilt our own DYCD-funded healthcare workforce program on an AI operating system — attendance, curriculum, exam prep, interview coaching, and job placement in one connected engine.
Internal readiness index rose from 27.9 to 37.9 average across active studentsExam-ready students went from 0 to first cohort ready — visible before test day, not after47 vetted employers in the placement directory with tap-to-call outreach and staff accountability
Tech:Next.jsSupabase (Postgres + RLS)Claude + OpenAICustom analytics surfaces+1 more