AI-native software studio

Full-stack SaaS, built at the speed of thought.

We design, engineer and ship production web applications — with AI woven through the product and the process. Small senior team. Fixed scope. Real software in weeks.

Start a pilot project What we do
6 Weeks to v1
1 Senior pod per client
client-platform / production
Northwind
Overview
Workspaces
Pipelines
Evaluations
Billing
Settings
Usage
6.8M / 10M tokens
Overview Last 30 days · all environments
30d Deploy
MRR $412k +8.4%
Active seats 3,940 +212
p95 latency 184ms stable
Eval pass rate 96.2% +1.1pt
Requests per day
API Batch
JUN 24JUL 03JUL 12JUL 21
Recent deployments
4c1f9ae api · 12m ago
Live
b83d201 web · 1h ago
Live
f0a7c55 workers · 3h ago
Building
9e42bb1 web · 6h ago
Live
2d7fa04 api · 9h ago
Rolled back
Assistant Batch latency rose 12% after 4c1f9ae. Roll back or open an incident?
Trusted by product teams
Northwind
Ardent Health
Vessel
KANTO LABS
Meridian
14 Production platforms shipped
6 wks Median time from kickoff to v1
99.98% Uptime across managed platforms
0 Projects billed by the hour

Capabilities

Four disciplines, one team. No handoffs between agencies, no contractor churn.

01

SaaS product engineering

End-to-end web applications: auth, billing, multi-tenancy, admin, analytics. Built to be handed over.

React · TypeScript Postgres · Node Stripe · RBAC
02

AI features that ship

Retrieval, agents, structured extraction and evals — scoped to a job your users actually do daily.

RAG pipelines Agent workflows Eval harnesses
03

Interface design

Product design and a real design system, drawn against working code rather than a static file.

Design systems Prototypes Motion
04

Infrastructure & scale

Deployment, observability and cost control from day one, so growth is an accounting event, not a rewrite.

CI/CD Observability Cloud cost

The alternatives, honestly

There are three other ways to get this built. Each has a failure mode we designed around.

A full-service agency

Strategy decks and a rotating cast of contractors. The senior people you met in the pitch are gone by build two.

Strategic Media

The engineers who scope your project are the ones who write it. Two to three people, start to finish.

An offshore dev shop

Cheap hours, expensive rework. You specify everything twice and inherit a codebase nobody wants to own.

Strategic Media

Fixed scope, senior throughput, and a repo your future team can read. Handover is planned from week one.

Hiring in-house first

Six months of recruitment before a line of product code exists — and you are hiring for a spec you have not tested yet.

Strategic Media

We build v1 while you hire, then hand it over. You recruit against a working product, not a guess.

How we work

A pilot, then a platform.

Every engagement starts small and provable. You see working software before you commit to a roadmap.

01

Scoping session

Ninety minutes with the people who own the outcome. We leave with the one workflow worth building first.

Week 0 · no charge
02

Pilot build

A narrow, real slice of the product in production with your data. Not a prototype — code you keep either way.

Weeks 1–3
03

Platform build

We extend the pilot into the full application, shipping to production every week with you in the room.

Weeks 4–12
04

Handover or hold

Documented handover to your team, or we stay on as the engineering function. Your call, not a contract clause.

Ongoing
Selected work B2B logistics · 2026

A quoting desk of eleven people, replaced by one screen.

The problem

Freight quotes were assembled by hand across spreadsheets and email. Turnaround averaged two days and margin errors were routine.

What we built

A quoting platform with tariff ingestion, a rules engine for margin floors, and an AI assistant that drafts quotes from inbound emails and flags anything unusual for review.

The outcome

Quotes now go out in minutes with a human approving rather than assembling. The desk moved to exception handling and account growth.

"They shipped more in three weeks than our last vendor did in two quarters."Client quote — replace with attribution

3 wks Pilot in production with live data
−94% Time to issue a quote
+11pt Gross margin on quoted freight
1 pod Two engineers and a designer

Engagement models

Fixed price where scope is clear, monthly where it isn't. No hourly billing, ever.

Pilot Start here
$18k fixed, 3 weeks

One workflow, in production, with your data. The fastest way to find out whether we should work together.

Scoping session included Working software in 3 weeks Code and infra are yours Credited against a build
Start a pilot
Build Most common
$45k per month, fixed scope

A senior pod — engineering, design, delivery — taking a product from pilot to full platform.

Weekly production releases Dedicated senior pod Design system included Two-week notice, no lock-in
Scope a build
Partner By invitation
Retained quarterly commitment

We operate as your engineering function: roadmap, on-call, hiring support as you build in-house.

Roadmap ownership On-call and SLAs Team hand-over plan Priority capacity
Enquire

Questions

Usually within two weeks. We run one pilot at a time per pod, so availability is genuine rather than a queue.

Senior engineers with a decade or more of product work. No juniors billed as seniors, no offshore subcontracting.

The smallest team that can ship a product on its own: two senior engineers and a designer, with one of them accountable for delivery. One pod, one client — nobody is split across three projects.

We have preferences — TypeScript, React, Node and Postgres — and we will guide you to the right choice for the problem. If you already have a stack and a team, we work in it rather than around it.

Entirely — repositories, infrastructure and documentation are in your accounts from the first commit.

Both. We use AI-assisted engineering to move faster, and we build AI features into products where they measurably help. We will tell you when they do not.

You keep the code and the findings, and we part ways. A cheap, fast no is worth more than a year-long maybe.

Start a pilot project

Tell us what should exist. We'll show you it working.

Contact Us

One reply from a senior engineer within a business day. If we're not the right team, we'll say so.