The money is in
You've raised a round or secured budget, and there's now a launch date someone is holding you to.
For startups and product teams taking an AI-built prototype to production
Built your MVP with Lovable, Claude Code or Cursor? We audit it, tell you how or even take it to production
Your PoC or MVP proved the idea works. That's why the conversation has changed. You're probably here because of one of these:
You've raised a round or secured budget, and there's now a launch date someone is holding you to.
Pilot users or an enterprise client want access, and the demo setup won't survive them.
An investor's technical advisor, a new CTO, or a client's security questionnaire. You're not sure what they'll find.
The developers you're hiring look at the codebase and suggest starting over. Or they won't take ownership of it at all.
Things that used to work start breaking, and the AI keeps "fixing" the same issues.
A change in a third-party API or payment provider breaks a core flow overnight.
In the pitch, nobody logged in from two devices, paid with an expired card or uploaded a 50 MB file. Your first customers will do all of that in week one. Each time it breaks, you get a support ticket, a refund request or a lost account. Production is everything you couldn't show in the room.
We review the authentication and access rules, secrets, error handling, CI/CD, monitoring, backups and test coverage of critical paths. So you’ll get a clear picture on 8 questions investors, clients and CTOs will ask
We review the authentication and access rules, secrets, error handling, CI/CD, monitoring, backups and test coverage of critical paths. So you’ll get a clear picture on 8 questions investors, clients and CTOs will ask...
who can see and change which data?
what happens when a payment or API fails?
will it hold at 10× users, and at what cost?
will you know before customers do?
can new features ship without breaking old ones?
can you ship and roll back in minutes?
can you restore lost data?
is personal data GDPR-ready?
We work with a specific kind of team at a specific moment. Here's how to tell if that's you.
You've built a PoC or MVP with AI tools, and investors, stakeholders or pilot users have validated it
You have funding or budget committed to taking it to production
It's a product, with user accounts, data, payments or integrations
You want a partner who gives a clear recommendation, not just someone who writes code
You need a website, landing page or online store
You're still exploring the idea and haven't validated it yet
You're looking for a quick fix to a few bugs
You want to buy developer hours rather than an outcome
You've built a PoC or MVP with AI tools, and investors, stakeholders or pilot users have validated it
You have funding or budget committed to taking it to production
It's a product, with user accounts, data, payments or integrations
You want a partner who gives a clear recommendation, not just someone who writes code
You need a website, landing page or online store
You're still exploring the idea and haven't validated it yet
You're looking for a quick fix to a few bugs
You want to buy developer hours rather than an outcome
We review your code and infrastructure, then tell you what to keep, fix or rebuild, at a fixed price. For your CTO: architecture, dependencies, auth, PII flows.
We lock down who can see what, separate each customer's data and prepare personal data for GDPR. For your CTO: RLS, secrets, input validation, rate limiting.
We make sign-up, login and payments work under real load and recover when a provider fails. For your CTO: retries, idempotency, webhooks, load tests.
We set up separate environments and automated deploys, so you release weekly and roll back in minutes. For your CTO: CI/CD, IaC, environment parity, backups.
We set up alerts and error tracking, so your team spots problems before customers report them. For your CTO: logging, error tracking, alerts, runbooks.
We speed up slow parts and cut hosting waste, so growth doesn't bring slowdowns or surprise bills. For your CTO: query tuning, caching, connection pooling.
We rewrite only what the audit flags, using your prototype's logic and screens as the spec. For your CTO: module refactoring, data model, regression tests.
We move your product from Lovable, Bolt or Replit to your own code repository and hosting. For your CTO: repo export, DB and auth migration, cutover.
We document the system and train your developers, so your team can run and extend it without us. For your CTO: ADRs, conventions, CLAUDE.md, .cursorrules.
We make sign-up, login and payments work under real load and recover when a provider fails. For your CTO: retries, idempotency, webhooks, load tests.
We set up separate environments and automated deploys, so you release weekly and roll back in minutes. For your CTO: CI/CD, IaC, environment parity, backups.
We rewrite only what the audit flags, using your prototype's logic and screens as the spec. For your CTO: module refactoring, data model, regression tests.
We move your product from Lovable, Bolt or Replit to your own code repository and hosting. For your CTO: repo export, DB and auth migration, cutover.
We document the system and train your developers, so your team can run and extend it without us. For your CTO: ADRs, conventions, CLAUDE.md, .cursorrules.
Fixed timelines, fixed scope, and a decision point before you commit to the larger budget.
We learn about your product, what's at stake and your timeline. By the end of the call, you'll know whether we're the right fit. We learn about your product, what's at stake and your timeline. By the end of the call, you'll know whether we're the right fit.
We review your code, infrastructure and critical paths against every non-functional requirement. We review your code, infrastructure and critical paths against every non-functional requirement.
Green, Yellow or Red, with prioritized gaps, the business risk behind each one, a roadmap and a fixed-scope estimate. Green, Yellow or Red, with prioritized gaps, the business risk behind each one, a roadmap and a fixed-scope estimate.
Security and critical paths first, then stability, then everything else. Weekly updates for you, investors or stakeholders. Security and critical paths first, then stability, then everything else. Weekly updates for you, investors or stakeholders.
Your team takes over, or we stay on as your production partner. Either way, you get documentation, runbooks and AI rules that keep the product consistent. Your team takes over, or we stay on as your production partner. Either way, you get documentation, runbooks and AI rules that keep the product consistent.
Our developers follow industry best practices to deliver enterprise-grade systems. They bring strong analytical skills, proactive problem-solving, clear communication, effective teamwork, ownership and attention to detail.
You'll know what it costs before you commit, and the audit tells you which path you need.
A verdict, a prioritized roadmap and a fixed quote for production
Credited toward production if you continue
Launch with a product that is secure, stable and monitored
Price fixed after the audit
We keep it running and keep shipping features
After an engagement

A retail brokerage platform with a mobile trading app and a web console for compliance and operations teams, supporting automated KYC, investor onboarding, account funding and withdrawals, AI-powered market analysis, stock and ETF trading, fractional shares, Auto-Invest through regulated brokerage infrastructure.
Only if the audit returns a Red verdict, and we'll show you the evidence. Most products need targeted hardening or restructuring, not a rebuild. Even in a rebuild, your prototype becomes the specification, so the validated work isn't lost.
They describe how well, how safely and under what conditions your product works: security, reliability, performance, monitoring, maintainability, releases, backups and compliance. Your prototype proved what the product does. These decide whether you can rely on it.
We can, but the known bugs are usually symptoms of a few missing rules. Fixing them one by one is why new ones keep appearing. The audit finds the root causes, so fixes hold.
Yes, and we encourage it. We hand over a rules file for your AI tools, so new code follows the same structure, security and conventions as the rest of the product.
That's the goal. You get documentation, runbooks and a walkthrough, so your team can own the product. If you don't have a team yet, the report helps you hire the right one.
Yes. It's written to be shared, with a business summary up front and technical detail behind it. It's yours, whatever you decide next.
Access to your code repository and hosting, a walkthrough of your critical flows, and any history of incidents or known issues. If your product lives in Lovable, Bolt or Replit, we'll show you how to export it to GitHub. It takes a few minutes.
We review how personal data is collected, stored and accessed, and we close the gaps we find. We don't issue legal certifications such as SOC 2. That requires an accredited auditor, but our work prepares you for one.
You own everything we write, from day one. We're happy to sign your NDA before we see any code.
Usually within 1–2 weeks. If you have a hard deadline, mention it in the form and we'll tell you honestly whether we can meet it.
No. We focus on products with users, data and payments. That's where AI-built code needs the most work, and where our experience matters.
Tell us about your product, legacy platform, integration challenge, or AI initiative. We’ll respond within 24 hours and sign an NDA if needed.
Define scope, risks, integrations, compliance requirements, architecture, and delivery priorities with fintech analysts and software architects.
Get structured requirements, architecture documentation, UI/UX direction, technical guardrails, and a feature-by-feature estimate.
Get the first production-ready version of your product within weeks with our AI-first development approach for greenfield projects — ready for further extension and enterprise scalability.