What I do
I help teams turn AI from hype into shipped, reliable software.
Part consultant, part solutions architect, part engineer who actually ships. Whether you need to know where AI fits, want a feature live in weeks, or need an entire product built, here's how we can work together.
Start here
AI Readiness Audit
Find the highest-ROI places AI can help — before you build anything.
Who it's for
SMBs and agencies weighing up where AI actually fits.
A clear, prioritised roadmap of AI opportunities scored by impact, effort and risk — so you invest with confidence instead of chasing hype.
- Discovery sessions with your team
- Review of your product, data and workflows
- Prioritised opportunity map (impact vs effort)
- Practical, vendor-neutral recommendations
- A costed roadmap for what to build first
Ship it
AI Integration Sprint
Get a real AI feature shipped into your product — not a demo.
Who it's for
Teams with a product who want a concrete AI capability live.
A production-ready AI feature — an LLM assistant, RAG search, classification or automation — integrated, tested and shipped behind sensible guardrails.
- Scoped, well-defined feature spec
- LLM / RAG / automation implementation
- Evaluation and guardrails (incl. prompt-injection)
- Observability and cost controls
- Handover docs so your team can extend it
Architect & advise
Solutions Architecture & Fractional Lead
Design secure, scalable AI-enabled systems — and lead the delivery.
Who it's for
Scaling and regulated organisations that need senior technical direction.
An architecture and delivery plan you can trust, with hands-on technical leadership — drawing on experience shipping AI into secure, regulated environments.
- System and data architecture design
- Security, compliance and risk review
- Build-vs-buy and vendor selection
- Team mentoring and code review
- Fractional technical leadership
From zero
End-to-end Product Build
Take an AI-enabled product from idea to shipped MVP.
Who it's for
Founders and teams who need it designed and built, not just advised.
A working, well-architected product in users' hands — built full-stack with AI woven in where it earns its place, ready to iterate on.
- Product and technical scoping
- Full-stack build (React / TypeScript / Node)
- AI features designed and integrated
- Deployment, CI/CD and monitoring
- A maintainable codebase and handover
The process
How we'll work together
Discovery call
A free, no-pressure conversation about your goals, constraints and where AI might genuinely help.
Scope & proposal
A clear, fixed-scope proposal — what we'll build, the outcome, timeline and price. No surprises.
Build & ship
I deliver in tight, visible increments with evaluation and guardrails, so you see progress throughout.
Handover
Documentation, observability and a maintainable codebase, so your team can confidently take it forward.
Not sure where to start?
Let's scope your AI project.
Book a free discovery call and we'll figure out the highest-impact next step — whether that's an audit, a sprint, or a full build.