Software & AI engineering studio

Software builtat the speed of AI.AI that works with your business.

We design and build websites, mobile apps and digital products with AI-powered engineering workflows, and we create MCP servers so models like Claude or ChatGPT can look up, decide and act inside your systems.

  • Web development
  • Mobile apps
  • MCP servers
  • AI agents
Example · assistant connected via MCP

Which orders are delayed today? Let the customers know.

MCPerp.orders.search
{ status: "delayed", date: "today" }
4 orders found
MCPcrm.customers.get
{ ids: [1042, 1057, 1093, 1108] }
4 contacts
MCPemail.send
{ template: "delay-notice" }
needs approval ✋

I found 4 delayed orders and drafted a notice for each customer. Shall I send them?

Services

Web, mobile and AI, one team

We build websites and mobile apps at the speed of AI, and we create software so AI can do real work in your company.

Web development

Websites, web platforms, APIs, internal tools and SaaS products. We bring AI into the whole engineering cycle to ship faster, with human review, tests and quality standards at every step.

  • Websites and web platforms
  • SaaS products and APIs
  • Legacy modernization

Mobile apps

Fast, easy-to-use iOS and Android apps, connected to your systems and ready to ship on the App Store and Google Play. One codebase to reach both platforms.

  • iOS and Android
  • App store publishing
  • Integration with your backend

Custom MCP servers

We connect language models to your ERP, CRM, databases and workflows. Your teams ask the AI for what they need and it carries out business operations with scoped permissions and full traceability.

  • Tools over your systems
  • Permissions and approvals
  • Audit trail for every action

Agents and applied AI

Agents for support, operations and sales; search over your documents (RAG); classification and data extraction. We measure quality with evals so they work in production, not just in the demo.

  • Operations agents
  • RAG over your knowledge
  • Evals and monitoring

Model Context Protocol

Your business, within reach of any AI model

MCP is the open standard that lets AI assistants use external tools. An MCP server exposes your company’s operations as safe actions the model can call: check inventory, create a quote, record a payment or open a ticket.

ClaudeChatGPTCopilotCustom agentsERPCRMDatabaseBillingMCPMCP server

One integration

Build the server once and it works with any MCP-compatible client.

Full control

Each tool defines what data the model sees, what it can do and what needs human approval.

Traceability

Every call is logged: who asked, what ran and what came back.

What your teams will be able to ask

  • “How much stock of product 4512 is left across all warehouses?”
  • “Create a quote for Acme using the wholesale price list.”
  • “Summarize this week’s open tickets and assign the urgent ones.”
  • “Record the payment for invoice 8831 and send the receipt.”

Process

From idea to production, no surprises

  1. 01

    Discovery

    We learn your operation, your systems and which business outcome we will move.

  2. 02

    Architecture

    We design the solution, the AI integration map and the security boundaries.

  3. 03

    Iterative delivery

    Short cycles with frequent demos. You see real progress every week.

  4. 04

    Evolution

    Monitoring, evals and continuous improvement once in production.

How we work

AI with engineering judgment

Security first

Least privilege, well-kept secrets and human approval for sensitive actions.

Humans in charge

AI speeds up the work; important decisions stay with your team.

Measurable

We set success metrics up front and evaluate the quality of every agent.

No lock-in

The code and infrastructure are yours. Documented and ready for your team to own.

Technology

Modern tools, solid foundations

Web & mobile

  • TypeScript
  • React
  • Remix
  • React Native
  • iOS & Android

Backend

  • Node.js
  • REST & GraphQL APIs
  • PostgreSQL
  • Queues & events

AI

  • MCP
  • Claude & OpenAI
  • RAG
  • Evals

Cloud

  • Cloudflare Workers
  • AWS
  • CI/CD
  • Observability

FAQ

What people usually ask us

What is an MCP server and why would my company need one?

It is a service that exposes your business operations (look up, create, update) as tools an AI model can use. It lets your teams work with AI on real data and processes instead of copying and pasting information.

Will the AI have access to all my data?

No. Each tool defines exactly what information it can read and which actions it can perform. Sensitive operations can require human approval, and everything is logged.

Which AI models do you work with?

With the leading models, such as Anthropic’s Claude and OpenAI’s models, and with any MCP-compatible client. We choose based on the use case, cost and privacy requirements.

Does building with AI mean lower quality?

The opposite. AI speeds up repetitive work and leaves more time for architecture, testing and review. All code goes through human review and automated tests.

How long does a project take?

It depends on scope. A first MCP server or a working prototype is usually ready in a few weeks; full products ship in stages so you see value from the start.

Ready to put AI to work in your company?

Tell us what you want to build or which process you want to automate. We will reply with a clear proposal for next steps.