AI transformation
for growing teams.
We re-engineer the processes and tools your company runs on and make AI pay off. Automations, products and adoption, end to end.
We bring AI engineering,
product, and design.
Companies that rebuild their operations around AI are pulling ahead. We lead that work, hand the repetitive parts to agents, and build the software your company is missing.
Head of AI.
For CEOs and leadership.
We set the AI direction with your leadership and own the outcome: priorities, architecture, and a baseline to measure against.
Agent workflows.
For operations leaders.
We hand the repetitive work to agents, with people approving what matters. Rebuilt one workflow at a time, measured in hours back.
Custom software.
For the people doing the work.
We design, build and run the software your company is missing, from internal tools to new products. In production, maintained.
Bring us in when…
The problems growing companies call us about most. Each one has a cause we can find and a fix we build and run ourselves.
01You need a product, and no time or people to build it.
We design, build and launch it with you, then keep it running. You own the code and the product.
02Your operations take more effort than they should.
We map where the hours go, then hand the repetitive steps to agents and the tools we build around them.
03You don't know where AI pays off.
We audit how the work runs today and rank what to change by return, with a baseline to measure against.
04Your people retype the same data all day.
Agents take the copying, checking and chasing between tools. People approve what matters.
05Your AI pilots never reach production.
We take the one that matters into production, wire it into your systems and keep it running.
06Everyone uses AI differently, or not at all.
We set the tools, the rules and the habits, then train people on their real work.
07The system you run on is holding you back.
We modernize it piece by piece, with AI doing the heavy lifting, while the business keeps running.
We ship our own.
Our products are the test environment. Every method we bring to a client ran first on software we own and operate, with real users.
teem
support · feedback
Live chat, feature requests, a help center and a changelog, in one widget inside your app.
shipped2026price$49/mo live 02 · web · mcp
shipd
issues · agents
One place for you and your agents to ship: projects, issues, notes, and a feed of who did what.
shipped2026agentsmcp private beta 03 · web · chat
heyfam
family · ai
An AI family assistant. It reads the school emails, keeps one calendar for everyone, and answers in your group chat.
shipped2026chattelegram live
models
agents
models
design
apps
automationAgents on every task.
Engineers in charge.
Agents work on every task: research, code, tests and review. Senior engineers set the direction and own what ships.
That is how a few of us deliver what used to take dozens of people. We open source the scaffolding behind it.
View on GitHub ↗Building in public.
What we're building, exploring, and learning. Occasional updates from the studio.
You vibecoded a demo, not a product
A vibecoded prototype is a demo of the path where everything goes right. Taking one to production means keeping the decisions, not the code, and almost no prototype wrote its decisions down.
by Andrés Max
Nobody's asking for the chat window
Most products added a chat window because everyone else did. The AI worth shipping is the part your users never see.
by Andrés Max
We rebuilt tidi from scratch
tidi started as one product, drifted into another, and got rebuilt from zero in May. Here's what it is now: a visual canvas for thinking, with AI reaching it through MCP.
by Andrés Max
Agents are users now
An agent interface is any way an AI agent can use your product without a human clicking through your UI. Ship one, and your product gets pulled into workflows you never marketed to. Here's the friendly news on how to do it.
by Andrés Max
ClawDeck is shutting down. The open source stays.
486 users, 3,800 tasks, almost 200 GitHub stars. The hosted service ends May 30. The MIT-licensed code is yours forever.
by Andrés Max
Small teams got dangerous
Obsidian is a $350M company with 7 employees. No VC, no meetings, no middle layer. AI is turning that from an anomaly into a template.
by Andrés MaxBefore you ask.
What is mx.works?
An independent AI consulting and engineering studio for small and mid-size businesses. We lead the AI work, hand the repetitive parts to agents, and build the software the company is missing.
Are you a consultancy?
Partly. We advise, then we build and run what we advised. The deliverable is working software in production, not a report.
Do we need to be a tech company?
No. Any company that runs on processes can rebuild them around AI. The older the process, the bigger the return.
What tech do you use?
Frontier models from OpenAI, Anthropic and Google, with agents in the loop on every task. Rails and React for apps, n8n and custom pipelines for automation, Figma for design. We pick whatever fits the problem.
How does an engagement start?
With a call, then an audit of how the work runs today. You get a ranked list of what to change before anything gets built.
Why do you build your own products?
They are the test environment. Methods fail on our software before they reach yours.
Or ask your own AI about mx.works
Let's talk.
A quick 30-minute conversation. No sales deck, no strings attached. Just seeing if we're a good match.
Book a call →or write to hey@mx.works