Less repetitive work. More room for yours.

Automation and AI assistants for professionals and businesses. We start with a real task and explore how to simplify it, keeping control where it matters.

Quote on requestWe start with your goals, tools and available data.

Let’s discuss your workflow

Maestro

App Store

An AI tutor for learning. From concept to native iOS app.

Personal product

GymTree

App Store

Workouts, coaching and AI. A complete product, built by me.

Personal product

AI in products you can try.

In Maestro, AI supports learning through lessons, quizzes and tutor chat. In GymTree, it powers the coach and personalised programmes. These are my personal products, with integrations you can use today.

Document search: my open-source project

From a real task to a useful tool.

Operational automation

Connect tools and organise repetitive steps, with clear rules and checks before consequential actions.

Document and knowledge assistants

Find information and prepare answers using the sources available in your business.

AI in your product

Integrate chat, search and generative features into an app or existing software.

The workflow comes first.

Identify the work to simplify
We look at what happens today, the tools you use and where repetitive work accumulates.
Check against real cases
We define data, limits and quality criteria. An initial trial helps establish whether the solution is useful for your case.
Integrate and keep control
We connect the tools you need and agree on checks, operating costs and management.

Before we start.

Do I need to know which AI tool to use?

No. Start with the task you want to improve. Tool selection follows your goals, data and constraints.

Can AI work with company documents?

We can explore search and assistants based on your documents. Access, usable sources and data handling are defined before integration.

Are the answers always correct?

No. We define test cases, sources and human checks for steps where an error would have consequences.

Are there costs beyond development?

AI models, hosting and connected services may have ongoing costs. We assess them against expected usage and distinguish them from development work.

Which task takes up your time?

Tell me how you do it today. We will work out whether automation could help and where to start.