Product Build
AI Product Development Services:The software you actually own
When a workflow becomes how your business runs, renting it inside somebody else's tool stops making sense. This is the full build — interface, model layer and infrastructure — whether you're taking an AI product to market or outgrowing the automations we started with.
Product and interface design · Full-stack build · Model orchestration · Launch and iteration
The problem
The point where automation stops being enough
You're paying per run, forever
Per-task pricing is cheap at a hundred runs and absurd at a hundred thousand. Past some volume, owning the software costs less than renting it.
The logic has outgrown the canvas
What started as five steps is now forty, with branches nobody can follow. It needs to be code with tests, not boxes on a screen.
Your team needs a front door
The system works, but using it means opening a tool they have no logins for. It needs a screen, an account and a dashboard.
You're selling it, not just using it
The moment customers touch it, it needs an interface, accounts, billing and uptime. That's a product, not an internal workflow.
What you get
What's included
Designed before it's built, reviewed while changes are still cheap, and handed over complete — repository, infrastructure and documentation in your own accounts.
Product and interface design
Screens designed and reviewed against the agreed brief before anything gets built, so the expensive changes happen on the cheap end.
Full-stack build and deployment
Frontend, backend, database and authentication, deployed to your accounts with environments and CI set up properly from the start.
Model orchestration and fallbacks
The AI layer built to survive reality — retries, fallbacks between providers, and sensible behaviour when a model is slow or simply down.
Image and content generation where the product needs it
Generated assets, documents and copy as a feature of the product, on your brand and inside your rules.
Launch support and iteration
I stay on through launch and the first round of changes that real users ask for, which is always the round that matters.
Everything handed over
Repository, infrastructure, prompts and documentation in your accounts. I'm not building a dependency on me.
Working together
Clear decisions from brief to handover
The same three steps on every project, whichever service you start with. You know the scope and the fee before any work begins.
Find the workflow worth fixing first
I map how the work happens today, keep what already works, and pick the highest-leverage fix. You get the deliverables and a fixed fee in writing before anything starts.
Review it working, on your own tools
You test a working prototype connected to your real systems, with a person approving anything that reaches a customer, while changes are still cheap.
Ship it and hand over the keys
I deploy into your accounts with logging and alerts, document it, and walk your team through it. You own the code, prompts and infrastructure from day one.
A few useful answers
Before we start
Still have a question? Book a call and we can talk it through and agree the right next step.
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Tell me what needs to change
Share your product and the work you need. I'll help you find the right scope and next step.