Congrats, you are one step closer to solving your problem.
Advising.
Empowering.
Delivering.
Hi, we’ve been expecting you here!
Challenges like yours are why we’ve been developing open source software tools that can be tailored to your needs, and tightly integrated with your existing tool chains. Knowing how your experts think and where their work gets stuck, we steer AI agents to unblock software projects that were out of reach before. We call it pioneering work. You might call it the end of your search.
Three kinds of projects AI brought within reach.
Which one is yours?
The old system still runs your business.
It’s built on a platform you wouldn’t choose today. We rebuild it on a modern stack, at speed and with senior engineers in control of the AI, and prove the new system behaves like the existing one.
The real work happens outside your tools.
It lives in spreadsheets, scripts and people’s heads. We build the custom tool for exactly that part: our engineers design it from your rules and your data, AI agents write the code.
Every change to your own software is a risk.
Everything it does is buried in the code, written down nowhere else. We recover all of it and overhaul the system into a clean state that your team can maintain again.
You’re in good company. A few of the 100+ clients we’ve worked with worldwide:
We support you as a partner and mentor.
Bring us on board! We work best when we’re side by side, in direct exchange and with all cards on the table.
We would like to make our expertise yours.
What do you need?
Language Engineering
We empower domain experts to communicate and cooperate effectively, without needing programming experience. We design languages and toolchains that streamline your workflows, from precise syntax and validation to automation and editor integration.
Domain-Specific AI
Make AI work where it matters most: inside your domain. We build AI-powered tools that understand your workflows, language, and constraints, helping experts work faster and make better decisions. Reliable, grounded, and designed around real-world complexity.
Custom IDEs
Give your teams an integrated environment shaped around how they think and work. We create cloud and desktop IDEs that bring the right features together: tailored extensions, language tooling, and modeling or diagramming views that support your domain.
Work with the inventors.
We have initiated open source projects that have become global standards in their fields, and we will continue to do so as we strive for solutions that are, both, pragmatic and groundbreaking.
Our knowledge is open source.
Wed Sep 09 2026
Dr. Miro Spönemann
How to architect software projects for AI agents
Coding agents start every task from a blank context. How to equip a project with guides and sensors so agents work in it reliably, without constant supervision.
Talk to us.
Speaking your language is our core business.
