AI Product Development
Your AI product idea, built and shipped to production.
You have an idea for an AI product - a SaaS tool, a generative AI feature, something that doesn’t exist yet. I take it from concept to a live product people can use: the AI core and the full-stack app around it, designed, built, and shipped. You don’t need a spec or a technical team to start - just the idea.
What it is
AI product development means building an actual product, not a proof of concept. That’s the AI part - the agents, the generative features, the retrieval - plus everything around it: the backend, the web app, the accounts, the payments, the interface. Shipped, not demoed.
Whether you want a lean MVP to test the market or a full build, I own the whole thing end to end. I’m stack-agnostic and choose the right tools to fit the product, so you’re never locked into someone’s favorite framework.
Founders come with a range: a generative AI SaaS, an AI-powered internal tool, a consumer app with an AI core. If it needs AI at the center and a real product around it, this is the service.
What you get
Built for production, not a demo
Idea to architecture
I turn your idea into a concrete build plan - what to build first, how it fits together, and a fixed scope.
The whole product, not just the AI
The AI core plus the backend, web app, accounts, payments, and interface - built end to end.
MVP or full build
Ship a lean MVP to test the market, or go for the full product - your call, scoped to your goals.
Generative AI, agents, or RAG
The right AI approach for your product - generative features, agents, or retrieval - not a one-size hammer.
Shipped to production
Deployed, monitored, and real - something your users can actually sign up and use.
Any stack, no lock-in
The right tools chosen to fit the product, and a clean handover so you own what’s built.
How it works
From first call to production
Blueprint
We turn the idea into an architecture, a build plan, a timeline, and a fixed quote - before any code.
MVP build
I build the core product end to end - the AI and the app around it - and get it in front of real users fast.
Launch
Shipped to production with the infrastructure, monitoring, and polish a real product needs.
Iterate & scale
We refine based on real usage and scale the product as it grows - or I hand it cleanly to your team.
Proof
Real systems, shipped
Live products I designed and built end to end - the clearest signal I can build yours.
NirixAI
A full AI SaaS product I built end to end - an AI learning assistant that turns videos and documents into summaries, quizzes, and cited answers.
PiperQL
An open-source AI product: plain-English database querying with auto-generated charts, built and shipped.
Tim Edge
A full-stack product - a trading platform with backtesting, journaling, and one-click execution - designed and built end to end.
FAQ
Questions clients ask
I have an idea but no spec or tech team - can you still build it?
Yes, that’s the norm. Bring the idea; I turn it into an architecture, a build plan, and a fixed quote, then build and ship it. You don’t need a spec or a technical team to get started.
How much does it cost to build an AI product or MVP?
It depends on scope - a lean MVP is very different from a full platform. I scope it on a call and send a fixed quote, so you know the number before committing. Starting with an MVP keeps the first investment tight.
How long does it take to build an MVP?
A focused MVP typically takes a few weeks to a couple of months depending on the AI and product surface. We lock the timeline and quote on the first call.
Do you build the whole product or just the AI part?
The whole thing. The AI core plus the backend, web app, accounts, payments, and interface - so you get a real product, not just a model in a notebook.
What technology will you use?
Whatever fits your product best - I’m stack-agnostic and pick tools for the problem, not a fixed toolkit. You get a clean handover and full ownership of what’s built, with no lock-in.
Related
Next Step
Ready to scope this?
Book a 60-minute strategy call. No sales pitch - just honest, actionable direction on your project.
Book a Build Call