AI Engineering · Engineering & Optimization

You've got the idea. We ship the working product.

We design, build and ship production AI products, the kind that usually need a full engineering team and six months. MVP to live in about a month, then we hand you the keys.

Free 30-minute call. We'll scope what we'd ship first and how fast, whether or not you hire us.

Built with Claude Codex Cursor Lovable Gemini
Your MVP Idea

“an AI tool our customers
actually use”

OverviewUsersAgentsAPI
0signups
+0%this week
0%activated
GET /v1/signupsPOST /v1/agents/runMCP · 6 tools

How many signups this week, and where from?

1,240 this week, up 18 percent. Most came through the new onboarding flow.

answered live via your product's MCP server

What we ship

Sound familiar?

If two of these are true, your AI is stuck in the demo stage.

Tick the ones that are true for you.

0 / 6 true

A developer shrugging: it works on my machine

Tick two and we'll tell you where you are.

“It works on my machine.” Your AI demo, the week it meets real users. That is exactly the gap we close.

The shift

From “it mostly works” to “it's engineered to last”

  1. Works on the happy path, breaks on real inputs

    Shipped to production, handles real load

  2. Prompts copy-pasted, no versions, no tests

    Prompts and agents in code, versioned and tested

  3. One big model for everything, tokens everywhere

    Right model per task, token cost tuned down

  4. Fails silently, you hear about it from users

    Retries, fallbacks and alerts when something's off

  5. Only the person who built it understands it

    Documented, with your team trained to run it

What we build

What we can build for you

These are the exact skills behind the products below. Take one piece, or hand us the whole build.

  1. Pr

    AI products & MVPs

    Full, AI-native web apps, from a blank repo to a live product your users can actually touch.

  2. Ag

    Production AI agents

    Multi-step agents that do real work on a schedule, with guardrails, retries and fallbacks.

  3. St

    Choose the right stack

    We pick the tools and infrastructure that fit your product and budget, not our habit, and you own all of it.

  4. Api

    REST APIs

    Clean, documented APIs so your product becomes something other software and teams can build on.

  5. Mcp

    MCP servers

    Make your product Claude-native, usable directly by Claude Code, Cowork and other agents.

  6. $↓

    AI cost optimization

    The right model per task, caching and tighter prompts, so token bills drop without losing output.

  7. Mo

    Monitoring & model logic

    Dashboards, alerts and routing so you see every run and catch drift before your users do.

  8. Cto

    Fractional AI CTO

    We own the architecture and the build calls on a retainer, so you get senior judgment without the hire.

  9. Tr

    Team training

    Your team learns to ship with Claude, Codex and Cowork, and to build agents that hold up.

Our projects

The systems we design and build.

These are the shapes of work we take on. Each one is a real engineering project, not a prompt pack, and each has a failure mode that only shows up in production. That is the part we are hired for.

    The engagement

    Start with a consult. Own everything after.

    You start with a free 30-minute call. If it's a fit, the consult is a focused, paid engagement that ends with a plan you can act on and working artifacts you keep. Building it is a separate step, and we can do that too.

    1. Phase 01 · Consult

      We design the system

      An AI Systems Audit, architecture design, GTM strategy, and local agent and Claude Code consulting. You leave with working artifacts you keep, whether or not you build with us.

    2. Phase 02 · Build

      We build it, you own it

      Optional, and scoped separately. We build the product, APIs, MCP servers and agents inside your own repos and accounts, ship them to production with monitoring, then hand you the keys.

    3. Always

      Yours to keep

      Everything we produce lives in your accounts and tools. No platform to stay subscribed to, and nothing locked away from your team.

    The consult stands on its own. You keep the audit, the architecture and the plan, even if you take the build in-house.

    What you walk away with

    Satisfaction.

    A product that ships, works, and is yours. Concretely, that means:

    Proof

    Products we've designed, built and shipped

    More than a vendor

    If we believe in it, we don't just build it. We back it.

    Most teams ship your MVP and send an invoice. When we love where you're headed, we go further: we invest our own time to help you scale, and we're open to equity or revenue-share when the vision is right. We win when you win.

    Questions

    The things teams ask before we start

    Let's get it live

    You've got the idea. Let's get it live.

    Book a free 30-minute call. We'll scope what we'd ship first and how fast. If we love where you're headed, we'll tell you how we'd back it too. No deck, no pressure.

    1. 01Tell us what you're building. 30 minutes, no slides. The product, the AI behind it, and where it's stuck or bleeding cost.
    2. 02We scope the build. The architecture, what we'd ship first, and what it costs to build and run. Live, on the call.
    3. 03You decide, no pressure. You leave with a clear plan either way. Start the consult, take it in-house, or just keep the map.

    If we're not the right team for you, we'll say so on the call and point you to who is. No hard sell.

    Build consult · 30 min · free

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    Ready to ship production AI?· Free 30-min call, no pressure →