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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

HealthcareFintechLegal & ComplianceRegulated SaaS

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.

01

A senior AI/ML hire takes 3–6 months to source, vet, and close.

02

Fully loaded, that one engineer costs $250k+ a year — and you are one person deep.

03

Hourly agencies optimize for billed time and hand you slides, not shipped software.

How it works

Weeks, not months.

See the full model →
01

Subscribe

Pick a plan and meet your dedicated pod this week. Senior engineers and a PM, ready on day one.

02

Ship

Weekly deliveries into your stack — production code, not decks. You see progress every sprint.

03

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.

All services →

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.

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.