Everything users usually ask about Winumu, how it works, and how plans and proof-of-learning fit together.
Winumu is an AI-powered learning accountability platform. Every time you complete something - a course, a project, a tutorial - you log it. Our AI turns those logs into structured, shareable proof of your skills. You get a public portfolio at winumu.com/yourname and a Compound Score that tracks your consistency over time.
An artifact is any proof of learning you log - a project you built, a course you completed, a skill you practiced, or a certification you earned. Think of each one as a building block in your permanent learning record.
Your Compound Score is a dynamic number that tracks how consistently and deeply you are learning. It goes up every time you log something meaningful and reflects your volume, consistency, and skill variety. It drops if you go quiet - because real growth requires showing up.
LinkedIn shows where you have been. A CV lists what you claim. Winumu shows what you have actually built - with AI-structured evidence, timestamped logs, and a score that reflects real consistency. You cannot fake a Compound Score the way you can fake a certificate.
Not at all. Winumu works on top of every platform you already use. Take courses on Udemy, watch tutorials on YouTube, build projects anywhere - then log them on Winumu. We are the proof layer, not the course platform.
Yes. The Free plan lets you log up to 10 entries per month, track your Compound Score, and get a public portfolio page. No credit card needed. You can upgrade anytime.
Your portfolio at winumu.com/yourname shows everything you have logged - your learning record, Compound Score, your skill history, and your AI-generated growth summary. It updates automatically every time you log something new.
Free gives you 10 logs per month, basic AI analysis (2x/month), and a public portfolio. Student (₦3,500/mo) is for verified students and includes full AI features at a reduced price. Pro (₦5,000/mo) gives you unlimited logging, unlimited AI analysis, the Weekly Intelligence Brief, the AI Learning Coach, and priority support.
Payments are processed securely through Paystack in NGN. Your plan activates automatically after a successful payment.
Your account stays active and your data is never deleted. Paid features stop at the end of your billing period, and you drop back to the Free plan automatically.
After paying for the Student plan, you verify your student status through a short email verification flow. Your Student plan activates once verification is complete. If you paid but have not verified yet, open the Student Verification page from your dashboard to finish.
The Institution plan is designed for bootcamps and schools. It includes: a full cohort dashboard to create and manage cohorts, bulk student onboarding via CSV import, per-cohort student analytics (artifacts, scores, skills, reflections), shareable employer reports for each cohort, custom branding (accent color, logo, and tagline), and admin controls with role-based access. Plans come in three tiers: Starter (₦50,000 / 50 seats), Growth (₦120,000 / 150 seats), and Scale (₦300,000 / 500 seats) — each valid for 3 months. For cohorts larger than 500 seats, contact us for custom pricing.
Institution admins select a tier (Starter, Growth, or Scale) and pay via Paystack. After payment, the workspace activates for 3 months. Seat limits are enforced — you cannot add more students than your plan allows. If you renew with a smaller tier, your seat count stays at the higher level. Plans can be renewed before or after expiry.