AI Development
LLM apps, RAG, agents, and ML integration that actually ship. We make AI a dependable product feature — not a demo.
AI development is now a core practice
NEW
Software,
Software,
built lean.
We're a small, senior product studio that designs, builds, and ships custom software and AI products — faster, with less waste, and none of the bloat.
Trusted by teams shipping real products
NorthwindCobalt LabsVerdant
Hatch & CoMeridianLoop
What we do
One senior team for the whole build.
From first prototype to production scale — design, engineering, and AI under one roof, with no hand-offs and no bloat.
Product Engineering
Web and mobile apps built with modern, boring-on-purpose stacks. Fast, tested, and maintainable long after launch.
Platforms & Cloud
APIs, data pipelines, and cloud infrastructure designed to scale predictably — and to stay cheap to run.
Product & UX Design
Interface and product design that ships with the code. We design in-browser, not in a deck.
Modernization
Untangle a legacy codebase, cut the dead weight, and move fast again — without a risky big-bang rewrite.
Embedded Teams
Need senior firepower inside your team? We embed engineers who lift velocity and leave good habits behind.
Selected work
View all work
Software we've shipped.
Heirloom
Family · Mobile app
Heirloom
Turns family stories and voice answers into a printed keepsake book, with AI transcription.
FamCal
Family · Cross-platform
FamCal
Design custom photo wall calendars and export print-ready PDFs — from phone or web.
AfterGlow
Memorial · Mobile app
AfterGlow
A calm, ad-free space to remember loved ones — photos, tributes, and keepsakes.
AI development
Put AI to work — without the science project.
Most AI pilots never ship. We build AI features that are evaluated, observable, and production-ready from day one.
- Chat assistants, copilots & agents grounded in your data
- RAG & semantic search over your documents
- Evals & guardrails so quality is measured, not hoped for
How we work
Lean by design.
A tight loop that gets you to something real, fast — then improves it with evidence, not opinions.
Discover
One focused week to align on the problem, users, and the smallest version worth building.
Prototype
A working slice in front of real users within weeks — not a slide deck.
Build
Production engineering with tests, CI, and observability baked in from the start.
Scale
Measure, harden, and grow. We stay on as long as you need, and no longer.
Have something to build?
Tell us what you're working on. We'll come back within a day with how we'd approach it.