Micro-Course Platform for Career Changers — AI-powered course generation, gamified learning, and portfolio-ready outcomes
Generic courses are too long and not focused. People spend $15K on bootcamps not knowing if they'll actually get a job afterward.
People with real career-change knowledge (hired VPs, successful founders) don't have time to build courses. The people who could teach best, can't.
Most online course learners finish less than 30% of what they start. Passive videos ≠ actual skill acquisition.
Every candidate has 10 Udacity certificates. Employers ignore them. What matters is demonstrable portfolio work.
Expert provides 60-min input interview. Agent generates: syllabus, lessons, quizzes, worksheets, capstone project. Human reviews and publishes.
XP per module, streak tracking, skill badges, and career quest trees. Students see exactly where they are vs. their career goal.
Every course ends with a real deliverable: a PM case study, an SQL dashboard, a pitch deck. Something a hiring manager can actually review.
Open Badges certificate + LinkedIn share. Certificate includes the skills assessed, not just hours completed.
Browse by career goal, take diagnostic quiz
Stripe checkout, get instant access
Video + reading + worksheet per module
Quiz, challenge, AI project feedback
Certificate + portfolio piece + coaching
1 video lesson (10–15 min)
1 reading (800–1200 words)
1 knowledge checkpoint (5 Qs)
Worksheet with 3 exercises
Real dataset or case study
Peer review in Discord
"Apply it" 30-min challenge
AI feedback on submission
Earns XP + badge unlock
All courses included · Team progress dashboard · Bulk enrollment CSV · Custom branding · Monthly reports · Renewal discounts
Creator gives topic + 60-min input. Agent does the rest. Human approves before publish.
Learners who recommend the course to peers. Best acquisition channel is word-of-mouth from people who actually got a job.
Only meaningful if learners actually build the portfolio piece. Capstone = proof of skill, not just a certificate.
Enterprise sticky revenue. If L&D manager gets results (employees promoted, skills applied), they renew and expand.
Identify top 3 topics via AI market research. Landing page for 1 pilot course. Pre-sales at early bird pricing. No content built yet.
Build pilot course end-to-end with agent. Launch with 20–50 beta students. Gather feedback. Iterate. Certificate ready.
Launch 3–5 courses. Build Discord community. Add team licensing. First coaching sessions. 100+ paying students.
Build proper LMS (or integrate Teachable/Kajabi). Launch course-creation-as-a-service for expert-creators. Enterprise outreach.
One expert + agent = 10 courses/year. Without agent, same expert produces 1 course in 6 months.
Every graduate has real work to show. That's what employers actually care about.
1:1 upsell at $150/hr = highest-margin revenue. AI handles courses; humans close careers.
Local AI runs drafts for free. Only pay cloud API for final polish. ~$0.05/course to generate.