AI service

AI MVP & Product Builds

From idea to a polished, shippable AI product — design, build and launch, fast, without cutting corners that matter.

If you have an idea for an AI product, the fastest way to learn is to put a real version in front of users. We help you do that — properly.

From idea to launch

We handle the whole thing: product design that makes the AI feel effortless rather than bolted on, full-stack engineering (native iOS and web), and the AI capability itself — models, retrieval, evaluation — shipped as one coherent product you can actually launch and charge for.

The same care that goes into our own products goes into yours. We have taken our own ideas from nothing to launched — WeddingBestie, a multilingual wedding platform with live RSVP; Pillpal and a family of iOS apps — so the advice you get about scope, launch and iteration comes from having done it with our own money, not just yours.

How the build runs

Week 1 — ruthless scoping. The MVPs that win do one thing extremely well. We cut the feature list until what remains is the sharpest version of the idea, and define what launch-ready means as a checklist, not a feeling.

Weeks 2–4 — the working core. The riskiest piece first — usually the AI capability against real data. You see it working early, while there is still time to steer.

Weeks 4–8 — the product around it. Design, onboarding, accounts, payments if needed, and the polish that makes early users judge the idea instead of the rough edges. Evaluation and basic monitoring ship inside the MVP — a product that embarrasses you in week two was not actually ready in week one.

Launch — and what the users teach you. We help you ship, watch the first real usage together, and turn what users actually do into a grounded iteration plan.

Fast, but not fragile

Speed should not mean a rewrite in three months. The architecture stays clean, the code documented, the AI layer swappable as better models arrive. When the MVP works, it is version one — you scale it, you do not restart. (Budgeting the journey? The cost guide has the ranges; platform vs website covers a scoping question founders hit early.)

Got an idea? Let’s build it — bring the napkin sketch, we will bring the honest questions.

Frequently asked questions

How fast can we launch?

A focused AI MVP typically goes from kickoff to a usable product in 4 to 8 weeks, depending on scope.

Is an MVP throwaway code?

Not the way we build it. We move fast but keep the architecture clean so the MVP becomes the foundation of the real product.

What does an AI MVP cost?

Typically $40k–$150k for a launch-ready product depending on scope — design, full-stack build and the AI capability included. Our public cost guide breaks down what moves the number.

Do you help with what to build, not just how?

Yes — the first week is ruthless scoping. The MVPs that succeed are the ones that do one thing extremely well at launch, and we will push hard to find that one thing.

Can you build both the iOS app and the web platform?

Yes, we ship both — our own portfolio includes a full web platform (WeddingBestie) and a family of native iOS apps, built by the same team you would work with.

What happens after launch?

Your call: we hand over a clean, documented codebase, or stay on for iteration once real users start teaching you things. Most founders do a bit of both.

Let's talk about your project

An honest take and a realistic plan, usually within one business day.