AI-powered proficiency measurement using Bayesian estimation. Faculty submit a syllabus; students get a skill map, per-skill proficiency scores, gap diagnosis, and AI coaching. Not grades — diagnosis. Aimed at gateway courses to cut failure and withdrawal.
Pilot offer: One course, 3-5 sections, 6-8 weeks. Free. We gather data together.
A professor creates a readiness check for any assignment in 5 minutes and shares a link. Students respond with just a name — no account, no LMS. The professor sees every response compiled before class. AI clusters student thinking into discussion-ready groups with suggested provocations. Changes the teaching modality for any professor willing to try it.
What happens when AI handles 85% of instruction and humans handle the rest? Campus OS is a complete university operating system redesign with 9 integrated modules: Signal Hub, Decision Router, Peer Marketplace, Entry Ticket, Outcome Networks, Student Control, Impact Allocation, Live Pulse, and Continuous Journey. Role-based views for students, faculty, directors, presidents, finance, and admissions.
Interactive concept map built from an AI interview with an instructor. 57 concepts, 100+ links, 8 flagged misconceptions. Shows how AI can extract and visualize the structure of any course through conversation with the professor who teaches it.
Paste a syllabus, PDF, or link. AI extracts the skills, runs a 5-minute adaptive quiz, and shows strengths and gaps by skill. The fastest way to see what Transform Learning does. Best hands-on demo for a dean.
AI career coach for high school students. Trades, military, gap year, work, business, community college — 15 pathways. Games, path reports, no sign-up, no data stored. Also available in international versions.
AI career coaching for veterans. MOS translation, SkillBridge, GI Bill, federal jobs, trades. Built for the transition from service to civilian life. No signup.
24/7 AI career coaching for people returning from incarceration. Employers that hire people with records. Skills mapped to jobs and training. Because everyone deserves a next step.
I'm looking for innovative colleges willing to test these tools with real students and real faculty. You provide the classrooms. I provide the tools, the training, and the support. We gather the data together.
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