AI Product Studio

AI products,
forged to ship.

MileFoundry takes ambitious ideas from first sketch to production software — strategy, design, and AI engineering under one roof, in one team.

6 wk
to first release
1 team
idea to launch
Senior
engineers only

Capabilities

Everything an AI product needs — under one roof.

No hand-offs between agencies. One team carries an idea from the first whiteboard to the production deploy.

01

AI Strategy

Where AI actually creates leverage — and where it doesn't. We pressure-test the idea, scope the model approach, and map a real path to production.

02

Product Design

Interfaces that make AI feel inevitable, not bolted on. Research, prototypes, and a design system built to ship and to last.

03

AI Engineering

Production systems — models, pipelines, evals, and the app around them. Engineered to scale under real load, not to demo once.

04

Launch & Scale

From first release to a product that holds up — observability, iteration, and a roadmap for everything after launch day.

The Foundry Process

How a raw idea becomes shipped software.

  1. 01

    Cast

    We shape the raw idea — the problem, the users, and where AI genuinely earns its place. You leave with a plan, not a pitch deck.

  2. 02

    Forge

    Design and engineering move together — real interfaces, real models, real code — in tight, visible weekly loops.

  3. 03

    Temper

    We harden it: evaluations, edge cases, performance, and the unglamorous work that makes AI software trustworthy.

  4. 04

    Ship

    Into production — with the instrumentation to see how it performs and a clear roadmap for what comes next.

Selected Work

A few things we've forged.

Internal tooling

Atlas

An operations copilot that turned a 40-step manual workflow into a single conversation.

+
Healthcare

Ember Health

AI-triaged patient intake that cut first-response time from hours to minutes.

Data

Forge Analytics

A natural-language BI layer — anyone in the company can ask a question and get a real answer.

Start a Project

Have something worth forging?

Tell us what you're trying to build. We'll tell you — honestly — whether and how we'd take it from idea to shipped product.