Education · Prototype → Production

A cohort of thirty works. A cohort of thirty thousand doesn't.

Auth, roles, data protection for minors, and load behaviour added to an edtech prototype before an institution's procurement team asks about any of it.

  • Auth, DB, payments wired in
  • Zero-regression code audit
  • 30–60 day launch window
  • Post-launch support included

What we build

Prototype → Production for education, specifically.

  • 01

    Roles and institutional auth

    Student, educator, parent and admin roles done properly, with SSO against the institution's identity provider rather than a bespoke login.

  • 02

    Minor-safe data handling

    Consent capture, retention limits and moderation built in, because a school's procurement will ask and a generated prototype never has answers.

  • 03

    Load and term-start behaviour

    Every cohort logs in during the same fifteen minutes. We test against that shape rather than an average.

What we measure

  • p95 latency at projected term-start load
  • Security findings closed before procurement review
  • Deploy frequency and change-failure rate

Instrumented in week one and reported weekly. These are the numbers the engagement is judged on — not a forecast of what they'll be.

Constraints

What has to be true in education.

  • 01

    Academic help is Socratic by design

    For coursework, the system asks and hints rather than answering, and hands off to a human when a student is genuinely stuck. Building the answer-machine version is easy and actively harmful to the institution buying it.

  • 02

    Minors change the data rules

    Under-18 cohorts bring stricter consent, retention and moderation obligations under DPDP, GDPR and COPPA-equivalent regimes. That shapes the architecture, not just the privacy notice.

  • 03

    An educator reviews anything assessed

    Generated assessment content and feedback drafts go to an educator before a student sees them. Grading with consequences stays human.

How it runs

The Prototype → Production engagement, step by step.

  1. 1

    Code audit

    We review every file. Find dead code, hidden bugs, security holes, and cost traps left by the generator. Send you a written report.

  2. 2

    Foundation

    Real auth (Clerk / Auth.js), real database (Postgres / Supabase) with migrations and RLS, real payments (Stripe), real env management.

  3. 3

    Tests + CI

    Vitest + Playwright + GitHub Actions. So the next time you regenerate something with AI, the suite tells you what broke.

  4. 4

    Production

    Deploy to Vercel / Fly / Railway with monitoring, error tracking, alerting, and on-call rotation. Mobile-responsive and PWA-ready.

  5. 5

    Handoff

    Documented codebase, runbooks, and a 30-day support window. We can keep building with you, or hand it cleanly to your team.

Integrations

Systems we wire into for education.

  • Moodle & Canvas
  • Google Classroom
  • Student information systems
  • Salesforce Education Cloud
  • Twilio & WhatsApp Business
  • Zoom & Google Meet
  • Payment gateways for fee collection

The service in full

Prototype → Production

Turn Bolt / Lovable / v0 prototypes into apps that scale. Pricing, deliverables and the full component list.

FAQ

EdTech prototype to production: your questions.

  • We built it in Bolt to win a pilot. What now?

    That's the standard path, and there's a platform-specific guide for it. The pilot proved demand; the audit tells you what has to be real before an institution signs a multi-year contract.

  • Do we need accessibility compliance?

    For any public institution, yes — WCAG conformance is usually contractual. It's dramatically cheaper to fix during productionisation than after a procurement audit fails you.

  • How much of my Bolt / Lovable / v0 code can you actually keep?

    Usually 30–70%. We salvage your UI and product logic; we replace the auth, DB, and integration layers because those are the parts AI generators get wrong.

  • Can you fix it without a full rewrite?

    Most of the time, yes — that's our default. We rewrite from scratch only when the codebase is genuinely too far gone, and we'll tell you which it is in the first audit.

Contact

Talk to us about prototype → production for education.

Two or three sentences about the workflow you'd start with. We reply within one business day.

Or skip the form — book a Calendly slot directly

We reply within one business day · NDA on request

admin@neuroxai.com · +91 70149 99768

Remote-first team across India · US · EU · HQ in Udaipur, India

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