AI Audit

Two weeks inside your operations.
Then a ranked answer.

What to build first, what it costs, and what it pays back — so the budget goes to the one that returns.

Who This Is For

You've Probably Said One of These

Most of our clients come to us not because they want "AI" but because something in their operations is eating time or money and they know it shouldn't be.

Sounds familiar?

  • "We're spending too many hours on things that should just happen automatically."

  • "We've tried a few AI tools but nothing actually stuck or saved real time."

  • "I know AI should apply to our business somewhere, I just don't know where to start."

  • "We have a prototype or idea. We need engineers who can actually take it live."

What We Offer

Three Ways to Engage

Proof It Works

Things We've Shipped

All Case Studies →

Who Does the Work

A Team That Can Fill Any Gap You Bring

Whether you need an audit, a build, or ongoing engineering, here is who shows up.

AI Engineers

LLM integration, agent systems, RAG pipelines, fine-tuning, production inference.

PythonLangChainFastAPI

Full-Stack Engineers

Product builds, dashboards, internal tooling, client-facing applications.

Next.jsReactNode

Automation Engineers

Workflow automation, CRM logic, data pipelines, API integrations.

Maken8nHubSpot

Project Managers

Sprint ownership, client communication, scope control, delivery accountability.

AgileLinearNotion

ML Engineers

Model training, evaluation, fine-tuning, deployment, and monitoring.

PyTorchHuggingFaceCUDA

How It Works

From Call to Output in Week One

01

20-Minute Scoping Call

We ask what you're dealing with and tell you honestly whether we can help and what that looks like. No pitch deck.

02

Audit or Pilot Proposal

One-page scope within 48 hours. Fixed deliverable, fixed cost, clear timeline. You know exactly what you're getting before you commit.

03

Week One Output

We never start with a month of planning. Something is running, visible, and usable in the first week. Every time.

04

Handoff or Continue

You own the code, the system, and the IP. If you want us to stay on, we can. If not, you're set.

Common Questions

You're a small team. Can you actually handle our scale?

We're small by design. You get the actual engineers, not account managers. Every client we've delivered for has been surprised by the output relative to our size.

We've worked with AI agencies before and nothing shipped.

We don't do discovery phases that last six weeks. Something runs in week one. If it doesn't, we haven't done our job.

How do we know the quality will be there?

We've shipped for YC-backed hardware teams and frontier AI startups. Ask us for references. We'll give you direct contacts.

20 Minutes to Find Out If We're a Fit

No deck, no proposal before the call. Just tell us what's broken or what you want to build, and we'll tell you if we can help.