Services

AI Prototype to Production

Lovable, Bolt, v0, and Cursor get you to a demo fast. We get you to revenue: secure, scalable, compliant systems built for real users.

Demos do not handle real load. We do.

AI coding tools are impressive. They generate interfaces, database schemas, and working code in hours. What they do not generate is audit logging, access control, rate limiting, error handling, SOC 2 evidence, or a cost-efficient architecture.

We take AI-built prototypes and harden them into production-grade platforms: tested, observable, secure, and ready for investors, auditors, and paying customers.

What we add to your prototype

  • Role-based access control (RBAC) and authentication
  • Audit logging and compliance-ready evidence trails
  • Rate limiting, input validation, and security hardening
  • Automated testing, observability, and CI/CD
  • Cost and performance optimisation for scale
SOC 2

Readiness built into architecture, controls, and evidence trails.

Real users

Systems hardened for production traffic, abuse, and edge cases.

No rebuild

We extend your prototype, not throw it away and start from scratch.

Your AI prototype deserves a production future.

Built with Lovable, Bolt, v0, or Cursor? We will audit what you have, harden what matters, and get it ready for real customers.

Book a Production Review

Frequently asked questions

Can you turn a Lovable or Bolt app into a production system?

Yes. We take AI-generated prototypes from Lovable, Bolt, v0, and Cursor and harden them into secure, scalable, production-grade platforms with authentication, audit logging, testing, and CI/CD.

What is missing from an AI-generated prototype before it can go live?

Most AI prototypes lack role-based access control, audit trails, input validation, rate limiting, automated testing, observability, error handling, and cost-efficient architecture. We add all of these before production.

Can an AI-built app become SOC 2 compliant?

Yes, but not without engineering work. We implement the controls, evidence trails, access management, and logging required to pass SOC 2 audits while keeping the app functional and scalable.

Do we have to rebuild the prototype from scratch?

No. We extend your existing prototype, preserving the parts that work and reinforcing the areas that will fail under real user load or security scrutiny.