From idea to production AI software.
We design and engineer custom AI-first software end-to-end — new platforms, SaaS, internal tools, and MVPs where AI is the spine, not a bolted-on feature.
Boutique team. Real engineering. Production software, shipped in weeks.
If you've outgrown freelancers, can't afford to wait on an enterprise agency, and need an AI-first product shipped as real software — this is built for you.
Challenges
They'll build you a CRUD app with a Claude button slapped on top. They've never designed around model behavior, prompt architecture, or the cost/latency tradeoffs that decide whether your product feels magic or broken.
Solutions
Model choice, prompt and tool design, evaluation, fallbacks, and UX are all first-class architectural decisions. The product is shaped by what AI is actually good and bad at — not retrofitted around it.
Challenges
Solo builders move fast in Cursor but stall on real engineering: auth, billing, observability, multi-tenancy, evals, deploys. The demo wins the room and then never reaches paying users.
Solutions
We build like a real product team: typed code, infrastructure as code, CI, monitoring, evals on prompts, and clean handoff. The MVP is a real product on day one — not a sandbox you have to rebuild.
Challenges
Six-month discovery phases, fifteen-person teams, layers of PMs and account managers, and a Jira board no one reads. You burn your runway before there's anything to test in market.
Solutions
First working build in 2–4 weeks. You work directly with the people writing the code — no PM layer, no offshore handoff, no status meetings about status meetings.
Challenges
Happy-path demos look great. Then real users send weird inputs, the model hallucinates, latency spikes, costs blow up, and the product loses trust before it earns it.
Solutions
Eval suites on critical prompts, observability on every model call, graceful fallbacks, cost ceilings, and human-in-the-loop where it counts. The product holds up when reality hits it.
You see real software on your data — not slide decks, not prototypes that throw away later.
Typed code, infra-as-code, CI/CD, auth, billing, monitoring, evals. Built to scale past the demo.
Model choice, prompt architecture, evals, fallbacks, and UX are all part of the design — not bolted on at the end.
You talk directly to the people designing and writing the code. No PMs, no account managers, no offshore handoffs.
30-minute call with us. Bring an idea, a problem, or a half-built product — we'll tell you what's possible, what it'd cost, and when it'd ship.
Week 1
Week 2–4
Week 4–10
Ongoing
AI isn't a feature we sprinkle on top. It's the spine of every product we build — from architecture to UX to data model.
You work directly with the people who design and write the code. No account managers, no PM filters, no offshore handoffs.
First working build in 2–4 weeks. We iterate on real software in your hands, not on slide decks.
HIPAA-ready. SOC 2 aligned. VPC or on-prem deploy. Real software, real security — not prototypes dressed up.
The questions we hear most from founders scoping an AI-first product build.
30 minutes with us. Bring an idea, a problem, or a half-built product — we'll tell you what's possible, what it'd cost, and when it'd ship.
A clear scope, cost range, and timeline
An honest read from us on what's possible
No slides, no sales pitch, no pressure to commit