Custom AI Application

AI applications built around how your company works

For companies whose needs don't fit an off-the-shelf tool. I design and build AI web apps, agents and internal chatbots that use your data and fit your processes.

System architectureApplied AI
01Audit
02Build
03Run

Off-the-shelf AI tools only get you so far

Generic chat tools don't know your data, can't use your systems and don't fit your processes. A custom application can, and it stays yours.

  • Your team
  • Web app / chatbot
  • AI agent
  • MCP servers
  • Company data
Your team uses a web app or chatbot, backed by an AI agent that reaches your data through MCP servers.

What I do

  1. Internal chatbots

    Assistants that answer questions from your documents, databases and tools, with access controls.

  2. AI agents

    Agents that carry out tasks in your systems instead of only answering questions.

  3. MCP servers

    Secure connectors that let AI models use your company's tools and data.

Example use cases

  1. Knowledge assistant

    Staff ask questions in plain language and get answers sourced from your internal documents.

  2. AI features in your product

    Add AI search, recommendations or generated documents to the product your customers already use.

  3. Internal tools

    Replace spreadsheets and manual steps with a web app that does the heavy lifting with AI.

Proof

How it works

  1. 01

    Discovery

    We define who uses the app, what it must do and which data it needs.

  2. 02

    Prototype

    You get a working prototype early, to test with real users.

  3. 03

    Build

    I build the production app with authentication, monitoring and tests.

  4. 04

    Launch and support

    I deploy it, train your team and support it after launch.

Frequently asked questions

Do we own the application?
Yes. You own the code and the infrastructure it runs on.
What technology do you use?
Usually TypeScript, React and Node.js, with the model and Deployment Option that fit your needs. Where it makes sense, I adapt to the stack you already have.
Can it connect to our existing systems?
Yes. Connecting to your data and tools is most of the value, whether through APIs, databases or MCP servers.

Build the tool your team is missing

In a free 30-minute call we'll talk through the application you have in mind and how to get to a first version.