FocusFlow
Executive Summary
Live in production PDF ↓

An academic operating system for the students mainstream tools leave behind — already live in production.

FocusFlow combines an AI study coach that teaches instead of handing over answers, a full executive-function toolkit, and a safe, verified tutor marketplace in one app — built for the roughly 1 in 5 students who are neurodivergent. It’s not a prototype: 49 data models, 51 screens, and 600+ automated tests, built solo to production grade in about ten weeks. The revenue engine is coded and proven end-to-end against live Stripe (test mode) — one decision from turning on.

The problem

Built for the already-organized

Mainstream study tools assume the hard part is content. For a neurodivergent student, the hard part is starting, staying on track, and self-regulating — a layer no point tool owns, so families duct-tape a planner, flashcards, a tutor, and a wellbeing app together.

The solution

Nine modules, one shared brain

An AI coach, executive-function toolkit, full study system, grades & GPA, an accessibility engine, and a safe tutor marketplace — every module writes to the same student model, so the coach gets proactive before a test.

Why it wins

Neuro-first moat, revenue already built

Accessibility-first architecture and a “teaches, won’t cheat” AI are hard to fast-follow. Near-zero cost to run, and it owns the whole student — so it’s sticky, and the revenue engine is already proven against live Stripe.

51
Product screens shipped
600+
Automated tests green
Live
Deployed & verified
3
Sided market · student·parent·tutor
Unit economics
1 paying tutor  =  $5/mo recurring
1,000 tutors  ≈  ~$60K/yr recurring
→  before any premium tier or B2B school seats
Free core. Multiple ways to earn.

Model: free-forever student core drives adoption; revenue rides tutor subscriptions, a premium family tier, and B2B school licensing — near-zero cost to serve. Figures illustrative.

Where we are
✓ Core app + accessibility engine, live DONE
✓ 600+ tests · CI on real Postgres DONE
✓ Premium AI & notifications wired DONE
! Marketplace payments — test mode only GATE
! LiveKit video — built, needs credentials GATE
The ask

A green light to run a small student pilot this term (15–30 real students), then flip the marketplace live. The build risk is behind us — this is now about proving retention with real students and turning a revenue engine already proven in test mode into real dollars.

FocusFlow · Executive Summary · Confidential Full plan: zoe-pitches.mosaic.site/focusflow