Retail & E-commerce · Prototype → Production

It survived the demo. Now survive Black Friday.

Load, payments, inventory correctness and observability added to a storefront or marketplace prototype before real traffic finds the cracks.

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

What we build

Prototype → Production for e-commerce, specifically.

  • 01

    Checkout and payment hardening

    Idempotent order creation, webhook replay handling and reconciliation — the difference between a demo checkout and one that can't double-charge.

  • 02

    Inventory correctness under concurrency

    Oversell protection with real locking, tested with concurrent traffic rather than hoped for.

  • 03

    Performance and Core Web Vitals

    Image pipeline, caching and rendering strategy fixed against the field data Google actually ranks on, not a lab score.

What we measure

  • p95 latency and error rate at projected peak
  • Core Web Vitals from field data
  • Payment failure and duplicate-order 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 e-commerce.

  • 01

    The catalogue is the ground truth

    Answers about price, stock and fit come from your product data at query time, never from what the model remembers about a product from training. Out-of-stock claims are a refund conversation later.

  • 02

    Peak traffic is a design input

    Sale-day load is where naive AI support falls over and where costs spike hardest. We put rate limits, caching and per-conversation cost ceilings in before launch, not after the first invoice.

  • 03

    Returns policy is policy, not vibes

    Eligibility is evaluated by your rules engine, with the agent explaining the outcome. A model improvising goodwill on returns is an unbudgeted liability.

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 e-commerce.

  • Shopify & WooCommerce
  • Gorgias, Zendesk & Intercom
  • Klaviyo
  • Stripe & Razorpay
  • Shiprocket, Delhivery & carrier APIs
  • Algolia / Typesense
  • GA4 & server-side tagging
  • Meta & Google Ads APIs

FAQ

E-commerce prototype to production: your questions.

  • Can you make our Lovable storefront handle real traffic?

    Usually yes — see the migration guides for the platform-specific version of this. The generated frontend is often fine; the order, payment and inventory layers are where we spend the time.

  • How long before we can take real orders?

    For a working prototype with a clean scope, 30 to 60 days including the audit. The audit itself takes 3 to 5 days and tells you the honest number before you commit to the rest.

  • 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 e-commerce.

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