AI tools are fast — but fast isn't the same as safe.
AI coding assistants can generate working code in seconds. What they can't do is tell you whether it's secure, reliable, or going to cost you a fortune in production.
What typically goes wrong
- ✗ Security gaps — credentials exposed, input not validated
- ✗ No error handling — one bad response breaks the whole feature
- ✗ Runaway API costs with no spending limits in place
- ✗ Outdated patterns or dependencies that break under load
- ✗ No tests or documentation — impossible to maintain later
What I deliver instead
- Security review and proper credential management
- Robust error handling so nothing breaks silently
- Budget controls and spending alerts from day one
- Verified, up-to-date dependencies and best practices
- Tests and documentation you can hand to any developer later
20+ years of software development experience means I spot the issues AI misses — before they become expensive problems.
Request AI Code ReviewHow I can help with AI
Whether you want to review code you've already built, add intelligent features to your app, or integrate an LLM from scratch — I've done it before.
AI Code Review & Security
I review AI-generated code for security vulnerabilities, performance problems, and production readiness. You get a clear report and a fixed plan to make it safe.
Get a code reviewProduction Deployment
I take your AI feature from "works on my machine" to reliably live — with monitoring, error handling, and cost controls so there are no nasty surprises.
Deploy your AI featureAI Feature Integration
Add chatbots, document processing, intelligent search, or automation to your application — features that actually work, not demos that fall apart under real use.
Add AI to your appLLM Integration & Optimisation
Integrate ChatGPT, Claude, or any other model reliably. I optimise for accuracy, speed, and cost — so you get the results you need without an eye-watering API bill.
Integrate an LLMAI Performance Monitoring
Know what your AI features are doing, what they're costing, and when something goes wrong — before your users tell you about it.
Set up monitoringCustom AI Solutions
Document processing, intelligent search, recommendations, business automation — built around your exact requirements, not a generic template.
Discuss your projectHow it works
No lengthy contracts, no jargon, no surprises. A straightforward journey from first chat to working AI feature.
Tell me about your project
I'll have a friendly chat — by phone, video, or email. You walk me through what you've built or what you need. No pressure, no sales pitch, just a proper conversation.
Get a clear, fixed quote
I'll send you a plain-English proposal with a fixed price. What you see is what you pay — no hidden extras, no hourly billing surprises. You decide if it's right for you.
I deliver — and stay available
I build or review it, you check it over, we refine it together. Once you're happy it goes live. And I don't disappear — I'm here for questions, updates, and whatever comes next.
AI you can trust in production — not just in a demo.
20 years of software development means I know where AI goes wrong before it goes wrong. I build AI features that are safe, cost-controlled, and properly documented — not experiments you cross your fingers over.
Get a Free QuoteReal AI expertise
20 years dev experience means I know what actually works in production.
Cost controls built in
Never a surprise API bill — spending limits from day one.
Production-ready code
Not a demo — properly error-handled, monitored, and documented.
Plain English throughout
You'll always understand what the AI is doing and why it costs what it costs.
No hidden costs.
No confusing packages.
Every project starts with a free conversation. After that, you'll get a clear, itemised quote with a fixed price.
Nothing changes without your approval, and there are no ongoing fees you didn't agree to upfront.
Get Your Free QuoteAI Code Review
Security audit, performance review, production-readiness report, and a clear action plan — priced to scope
AI Feature Build & Deployment
Chatbots, LLM integrations, automation, document processing — scoped and priced to your exact requirements, always fixed price
Ongoing Support & Monitoring
Monitoring, cost alerts, bug fixes, and same-business-day support — so your AI feature keeps working after launch
All prices exclude VAT. Every quote is fixed — no hourly billing, ever.
Questions I get asked a lot
Do I need to know what AI model I want to use?
No. I'll help you choose the right model for your use case — whether that's ChatGPT, Claude, an open-source option, or something else entirely. The decision depends on your requirements, not my preferences.
I've already got AI-generated code — can you review it?
Yes, that's exactly what the code review service is for. Send me what you have and I'll give you an honest assessment of what's safe to ship and what needs attention first.
How do you keep API costs under control?
I build in spending limits, usage monitoring, and alerts from the start. You'll always know what your AI features are costing, and nothing can run up an unexpected bill without triggering an alert first.
What if the AI feature doesn't work as expected after launch?
I stay available after every project. If something needs adjusting — whether the model's outputs aren't quite right or a dependency changes — I'm one message away. Ongoing support is available monthly.
I'm not a developer — will I understand what you're doing?
That's exactly the point. I'll explain everything in plain English — what the AI is doing, how it's being used, what it costs, and how to get the best out of it. You'll never be left wondering what's going on or why.
Ready to ship your
AI project safely?
Tell me what you're building — even if you're not sure exactly what you need yet. A friendly 20-minute call could save you months of debugging and a very unpleasant AWS bill.