Your AI Readiness Result · Engineering & Optimization Stage

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 MVPlive
1,240signups
+18%this week
92%activated
MCP
ClaudeClaude
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
~1 monthidea to live MVP
Claude-nativewired in via MCP
What we ship
~1 month
from idea to a live, production MVP
MVP-first
ship, learn from real users, then scale
Your stack
we pick the right tools, you own them
100%
your code and accounts, no lock-in
Shipped
a live product, not a prototype

Sound familiar?

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

  • A slick AI demo was built, but it never reached production
  • Token bills climb every month and nobody can say why
  • Agents work in testing, then break on real inputs
  • No one on the team can actually ship it and keep it running
  • You can't see what an agent did, or why it failed
  • Every new feature waits on a dev team you don't have
It works on my machine
Your AI demo, the week it meets real users.

The shift

From "it mostly works" to "it's engineered to last"

Demo
  • Works on the happy path, breaks on real inputs
  • Prompts copy-pasted, no versions, no tests
  • One big model for everything, tokens everywhere
  • Fails silently, you hear about it from users
  • Only the person who built it understands it
Production
  • Shipped to production, handles real load
  • Prompts and agents in code, versioned and tested
  • Right model per task, token cost tuned down
  • Retries, fallbacks and alerts when something's off
  • 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.

AI products & MVPs

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

Production AI agents

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

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.

REST APIs

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

MCP servers

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

AI cost optimization

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

Monitoring & model logic

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

Fractional AI CTO

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

Team training

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

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.

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.

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.

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:

A production-grade build of your product, API or agent, live and handling real users

Your AI workload re-engineered for cost: the right model per task, caching and tighter prompts

Hard before-and-after numbers on token spend and reliability, not vibes

An MCP server and API docs, so your product plugs into Claude Code and Cowork

Monitoring, alerts and fallbacks, plus everything documented and owned by you, with your team trained to run it

Proof

Products we've designed, built and shipped

Mero AI homepage
Product + API + MCP

Mero AI: an AI-native product, shipped end to end

A full web app, a public REST API, an MCP server and developer docs, so product teams work in an AI-native tool and Claude Code can plug straight in.

Web appREST APIMCP server
Read the case study
BaseToPDF marketing site
Design + AI

BaseToPDF: Notion databases into designed PDFs

A Canva-style editor that turns Notion databases into polished PDFs, auto-generates ERDs from the schema, with AI built in to draft and lay out content.

Editor UINotion APIERD + AI
Read the case study

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

Can you really ship a real product in about a month?+
For a focused MVP, yes. We scope it to the smallest version that proves the idea, then build with the modern AI stack so one senior builder moves like a team. Bigger products ship in phases, the first working version first.
How is this cheaper than hiring a team?+
One senior builder with Claude Code, Cowork and Codex now outruns a small team on the old tooling. You pay for a scoped build or a retainer, not salaries, recruiting and months of ramp-up.
What does "you'd invest" actually mean?+
When we love the vision, we put skin in the game: our own time to help you scale, and we're open to equity or revenue-share. It's a real partnership, not a line item, and we only offer it when we genuinely believe in where you're headed.
What if we just need part of it, like an API or an MCP server?+
That's fine. Take one piece, a REST API, an MCP server, a single agent, a cost optimization pass, or hand us the whole build. We scope to what you actually need.
Do you work in our own codebase and accounts?+
Yes. We build in your repos, your cloud and your accounts. You own every line of code and every credential. Nothing is locked inside a platform of ours.
Can you act as our fractional AI CTO and train our team?+
Yes. We can own the AI architecture and build calls on a retainer, and train your people to use Claude, Codex and Cowork well, so you are not dependent on us to keep moving.
Do we own everything you build?+
Completely. Code, infrastructure, prompts and docs all live in your accounts. Everything is yours to keep, even if you take it in-house from there.

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.

STEP 01

Tell us what you're building

30 minutes, no slides. The product, the AI behind it, and where it's stuck or bleeding cost.

STEP 02

We scope the build

The architecture, what we'd ship first, and what it costs to build and run. Live, on the call.

STEP 03

You 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.
Ready to ship production AI? Free 30-min call, no pressure.