AI Engineering · On Subscription
Your AI engineering team.
On subscription.
Ship custom AI solutions in weeks, not months. A dedicated pod of senior engineers, delivering production code into your stack. No hiring. No contracts. Cancel anytime.
Shipping for regulated teams in
The Problem
AI talent is slow to hire and expensive to keep.
A single senior AI/ML engineer takes months to find, costs a quarter-million a year fully loaded, and still leaves you one person deep. Agencies bill by the hour and hand you decks. You need shipped software.
A senior AI/ML hire takes 3–6 months to source, vet, and close.
Fully loaded, that one engineer costs $250k+ a year — and you are one person deep.
Hourly agencies optimize for billed time and hand you slides, not shipped software.
How it works
Weeks, not months.
Subscribe
Pick a plan and meet your dedicated pod this week. Senior engineers and a PM, ready on day one.
Ship
Weekly deliveries into your stack — production code, not decks. You see progress every sprint.
Scale or pause
Add a pod to move faster, pause between projects, or cancel anytime. No contracts, no lock-in.
What we ship
Production AI, end to end.
LLM apps & agents
Custom copilots, chat interfaces, and autonomous agents wired into your data and tools.
RAG & enterprise search
Retrieval pipelines that make your internal knowledge answerable — accurately and securely.
ML pipelines & MLOps
Training, deployment, and monitoring infrastructure that keeps models reliable in production.
Fine-tuning & evals
Domain-tuned models with rigorous evaluation suites, so you know exactly what improved.
Data engineering
The pipelines and infrastructure that feed your models clean, current, governed data.
Full-stack product
The application your users actually touch — front end, back end, and everything between.
Selected work
Shipped, in production.
Regulated · Marketing
Campaign operating system
A unified platform to plan, launch, and measure multi-channel campaigns for a compliance-heavy enterprise.
Regulated · Healthcare
HIPAA pharmacy platform
End-to-end prescription and fulfillment platform handling protected health information at scale.
Regulated · Dental
Dental EHR system
A modern electronic health records system for multi-location dental practices, replacing legacy software.
Why clients choose us
A real engineering team — not freelancers, not contractors.
A team, not a marketplace
Senior engineers who work together in-office, own your codebase, and stay across projects.
Outcomes, not hours
You subscribe to shipped software. We are measured by what goes live, not by time billed.
Built for regulated work
HIPAA, SOC 2, air-gapped deployments — we ship where security and compliance are non-negotiable.
Start shipping this week.
Meet your pod within days. Cancel anytime.