The governance layer between AI-generated prototype and production-ready commercial product. Security. Compliance. Performance. CI/CD. Delivered by Logic Software Ltd.
Cursor, Claude Code, Lovable, v0, GitHub Copilot — these tools are extraordinary. In days you have something that looks like a product. Investors want to see it. Customers want to use it. Enterprise clients want to deploy it — and they need it enterprise-grade.
Then the questions start. Is it secure? Is it GDPR compliant? Can it scale? Who maintains it? What happens when something breaks?
The gap between AI-generated prototype and production-ready commercial product is where most AI-built products fail. We close that gap.
AI-generated code is optimised for functionality, not production. Security vulnerabilities, licensing conflicts, untested edge cases and missing documentation are invisible until they aren't.
A data breach six weeks after launch. A Series A stalled because the investor's technical team can't verify the codebase. An enterprise deal lost because you can't produce a pen test report.
Our structured governance process takes your AI-generated prototype through every stage required for commercial deployment — with certification at the end and a CI/CD pipeline to carry it forward.
We've reviewed code generated by every major AI coding tool. Each has distinct patterns, strengths and blind spots in production contexts.
Not on this list? Talk to us — we govern output from any AI coding tool.
Every tier is delivered by Logic Software Ltd engineers — CREST Approved, not generalist consultants. We ensure your platform is production-ready and enterprise-grade. Pricing is on application; every engagement is scoped to your codebase, your timelines, and what's at stake.
Code review, refactoring and maintainability checks. We ensure your AI-generated codebase is readable, modular, and meets industry standards — with naming conventions, performance optimisation and a documentation baseline.
Everything in Basic, plus security audit, vulnerability scanning, basic penetration testing and compliance checks — GDPR, data handling, privacy-by-design. The minimum viable governance for a commercial launch.
Full governance: comprehensive penetration testing, performance and scalability testing, UX and WCAG accessibility review, AI model validation and bias checks, legal and licensing compliance — plus final certification for investment or enterprise.
The final stage. Secure repository setup, automated CI/CD pipelines through to your hosting platform, build automation, deployment consistency — so your product moves from prototype to production and back again reliably, at speed.
All services priced on application. Talk to us about your project →
Ten structured stages. Each one reduces risk, adds verifiability, and builds the evidence base your investors, customers and regulator expect.
We start where the AI left off. Your codebase is reviewed for readability, maintainability, and adherence to industry standards. Modularisation, naming conventions, dead code removal, performance optimisation — all applied before anything else begins.
Six further governance stages covering every dimension of production readiness — from OWASP security testing and GDPR compliance through to AI model bias checks, WCAG accessibility and open-source licensing review. Each stage produces verifiable output.
When all governance stages are complete, we issue a final certification and provide deployment guidance — or, with our DevOps add-on, set up the full CI/CD pipeline so your product is continuously and consistently deployable from day one.
You built your MVP with Cursor, Lovable or Claude Code. It works. Now you need to raise, launch commercially, or win an enterprise client — and they need proof it's enterprise-grade and production-ready.
You're using AI tools to accelerate client delivery. You need a governance wrapper that gives your clients — and you — confidence the output is secure, compliant and maintainable long-term.
Your team used AI coding tools to ship an internal tool or product quickly. Now it's handling real data, real users, and real risk — and your CISO or CTO needs a governance audit before you expand it.
All LogicAudit governance is delivered by Logic Software Ltd — a software engineering firm established in 2002. CREST Approved and Cyber Essentials certified. Microsoft Partner. UK Government Framework Supplier. Welsh Government Approved.
This isn't a consultancy that reads documentation and produces reports. These are engineers who build, ship and maintain production software — who understand exactly what AI coding tools produce, and exactly what production environments demand.
Tell us what you built, what tool you used, and where you need to get to. We'll scope the right governance package and get back to you within 4 hours on business days.
All enquiries responded to within 4 hours on business days. No sales calls — just a direct conversation about your project.