← Cases · Learning ecosystem / vibe coding
Incube AI
A learning funnel: diagnosis → report → CRM → payment. AI-first thinking with a payoff for the client
Who it was for
Education and info products that need lead qualification before a manager call
Value
The lead arrives with a brief already. Fewer empty calls — more people reach payment.
Interface
Pain
Cold traffic doesn’t see the course value. Managers qualify blind. No glue from diagnosis → CRM → money.
Goal
Make diagnosis the magnet, payment hub and Telegram follow-up — without bloating headcount.
Path
- Multi-step + personal report
- Sales score in CRM
- Course hub and YooKassa
- BotFlow and channel tracking
What’s inside
- Diagnosis and metrics radar
- KPI admin
- Purchase flow
- Short links /r/
Result
An end-to-end student path: interest → understanding → payment. AI speeds stages; it doesn’t replace the product’s meaning.
Why this case is telling
Shows how an AI-first approach gives the client price and speed differently than a five-developer team. What matters: if it’s good for you, there will be repeats and growth. That’s WIN-WIN — not “neural magic.”