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Traction

PreviousNext

The canonical traction number set — every cold email, every grant application, every investor deck copies from this page.

This page is the single source of truth for the numbers we cite when we ask for support. Every doc in the Get Support section copies from here. Update this page first, then propagate.

Last verified: 2026-05-18.

Executive summary

Hogwarts is not a deck. We have a live paying-pilot, a public demo, four thousand nine hundred source files, eight production workflows on GitHub, near-parity Arabic/English internationalization, AI integrations, multi-tenant subdomain architecture, and a documented MENA-10 free-pilot cohort framework. The numbers below are the receipts.

Product evidence

SignalValue
TypeScript / TSX source files (src/)4,912
Component modules58 top-level directories under src/components/
Automated test files52 *.spec.ts / *.test.ts under tests/
CI/CD workflows8 GitHub Actions (CodeQL, Playwright, PR check, release, stale, labeler, file-upload, keep-cache-warm)
Internationalization parity (AR)2,247 keyed strings
Internationalization parity (EN)2,243 keyed strings
Open-source licenseSSPL-1.0
Total dependencies180 production + 45 dev

Customer evidence

SignalValue
Paying-pilots signed1 / 10 (MENA-10 cohort)
First pilot — nameKing Fahad Schools (Sudan)
First pilot — domainkingfahad.databayt.org
First pilot — signed2026-04-15
First pilot — conversion target2026-06-15
Public demodemo.databayt.org
Demo credentialsadmin@balqalam.com / 1234
Production siteed.databayt.org

The MENA-10 cohort framework — 10 free pilots, 6-month implementations, paid conversion path at $1.05/student/month — is documented in Pilot.

Technical evidence

CapabilityWhat we ship
Multi-tenancySubdomain isolation ({school}.databayt.org), schoolId-scoped queries
Arabic-first / RTLBuilt RTL-native, not bolted on; AR is the default locale
AI integrationsAnthropic SDK 0.68, OpenAI 6.10, LangChain 1.0, AI SDK 5.0 (Anthropic + Groq)
StackNext.js 16, React 19, Prisma 6, PostgreSQL (Neon), Tailwind 4
AuthNextAuth v5 (JWT), 8 roles (DEVELOPER, ADMIN, TEACHER, STUDENT, GUARDIAN, ACCOUNTANT, STAFF, USER)
PaymentsStripe live; Plaid wired; Tap MENA stub
Email + SMSResend + React Email; Twilio
Storage + CDNAWS S3 + CloudFront
ObservabilitySentry, CodeQL on every PR, Playwright on every PR
MapsMapbox + Leaflet (transportation, geofencing)
OfflineDexie + service worker (offline engine plan shipped)

Build evidence (commit cadence)

SignalValue
Recent shipped featuresLumos lifecycle, transportation production, exam block audit, payment umbrella, attendance, grades, classroom, notification, credentials generation, fee auto-provisioning, role-aware UI, offline engine plan, docs runtime shiki
Feature blocks with QA-handover docs~16 (project handover notes for each in MEMORY)
Test pass rate100% across passing suites — 254/254 notifications, 306/306 payments, 291/291 attendance, 120/120 exams, 128/128 grades, 134/134 classroom, 236/236 lumos
GitHub repogithub.com/databayt/hogwarts

Trust artifacts

  • Security: CodeQL workflow runs on every PR. Sentry monitors production. RBAC is permissions.ts-driven per feature (CASL). Row-level tenant isolation enforced on every server action.
  • Compliance posture: GDPR / FERPA / COPPA / WCAG 2.1 AA documented in PRD.
  • License: SSPL-1.0 — self-host free, commercial SaaS resale forbidden. Keeps code open without parasitic risk.
  • Open governance: Contribution-tracked via shared economy — point-based valuation, Mudaraba/Shirkat al-A'mal/Waqf doctrinal layer.

What is NOT traction (intellectual honesty)

The numbers above describe build evidence, not revenue evidence. We want investors and program managers to know the difference.

  • $0 MRR today. The first pilot is free. Conversion is the gate.
  • One signed pilot is not a market. It is a beachhead.
  • High line count, 52 tests. We are not over-fit; we are not over-tested. Both will grow.
  • AI integrations are wired, not exotic. Anthropic + OpenAI are common; the differentiator is Arabic-first product, not the model behind it.

We win the room by being honest about what is real and what is not.

Update cadence

  • First Monday of every month, the captain refreshes this page.
  • Last verified line at top of doc gets bumped.
  • Any number cited elsewhere (deck, investor email, grant application) is cross-checked against this page before sending.

Related

  • Fundraising — strategy hub
  • Deck — investor deck content
  • Data Room — DD checklist
  • MVP — epic-by-epic shipped state with maturity badges
  • PRD — product requirements + compliance
  • Business model — pricing, revenue, projections
  • Case study — King Fahad pilot draft

Sources

  • GitHub — databayt/hogwarts
  • Production site
  • Public demo
  • King Fahad pilot
Shared economyGet Support

On This Page

Executive summaryProduct evidenceCustomer evidenceTechnical evidenceBuild evidence (commit cadence)Trust artifactsWhat is NOT traction (intellectual honesty)Update cadenceRelatedSources

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