AI that speaks your domain language

Build precise toolchains and structural guardrails that help domain experts move from intent to verified results.

Grounding.
Validating.
Integrating.

The foundations of domain-specific AI

We build the underlying infrastructure to connect large language models with your proprietary knowledge, live systems, and expert workflows.

Context engineering

Equip your AI with the right knowledge at the right time using domain models, documentation, project data, and metadata to direct it toward relevant and reliable results.

System and tool integration

We wire your internal APIs, databases, validators, and domain services directly into your AI stack, allowing models to interact with live information and trigger verified actions.

AI interaction design

We design AI features that facilitate natural and useful interactions: chat panels, inline assistants, command palettes, explanations, guided workflows & reviews, and more.

Custom agents

Agents can automate processes by following goals, applying changes, verifying progress, and responding to events. Humans stay in control through review and supervision.

Ten years of tools, trust, and the occasional breakthrough.

Since 2016, we’ve been building languages, IDEs, and frameworks—out in the open, for the long run. Turns out, that’s a pretty good way to spend a decade.

→celebrate with us

Engineering the structural guardrails

To operate safely in highly complex domains, AI cannot be left to chance. We engineer the strict architectural boundaries that empower AI to run capably while respecting your constraints.

Agent-ready project harnesses

Custom MCP servers

Semiformal languages

Make AI understand your DSL

AI-ready UI foundations

AI-assisted migrations and prototypes

What others say about us:

»I was honestly impressed by the quality of results we could see from our cooperation with TypeFox after only a short time.«
Alexandre Betis, Co-Founder, The Signalling Company
»TypeFox has been an outstanding partner from day one. They are reliable, provide high-quality work and are easy to interact with. The collaboration has been excellent, and we look forward to continuing to build on it.«
David Perez, Director of Embedded Developer Tools, Analog Devices
»Working with the TypeFox team has enabled us to expedite our engineering and bring important features to our customers.«
Mark Ledsome, VP Engineering, Plotly
»I had the pleasure of working with TypeFox to create a Web IDE dedicated to analytics for blockchain data. I am truly impressed by the remarkable skills of the TypeFox team. Collaborating with them is an enjoyable and rewarding experience.«
A. Lajmi, Tech Lead, Plugbee
»The cooperation with TypeFox went extremely smoothly. With the help of the professionals there, the first usable version of the language server and VS Code extension for our BBx language was up and running in a heartbeat.«
Stephan Wald, Head of Development, BASIS Europe
»I was honestly impressed by the quality of results we could see from our cooperation with TypeFox after only a short time.«
Alexandre Betis, Co-Founder, The Signalling Company
»TypeFox has been an outstanding partner from day one. They are reliable, provide high-quality work and are easy to interact with. The collaboration has been excellent, and we look forward to continuing to build on it.«
David Perez, Director of Embedded Developer Tools, Analog Devices

Counting on us means counting on a successful project.

Advisory support

Comprehensive advisory support throughout the entire design and implementation process of your AI-powered application.

AI that earns its place

We don’t just bolt AI onto your application and call it innovation—we design interactions, workflows, and safeguards that make AI useful and reliable for daily expert use.

Domain fluency

Our work with domain-specific languages has always brought us close to the thought processes and challenges of professionals in these fields.

Trusted by a diverse range of industries:

Finance, insurance, consulting, data science, telecommunication, industrial automation, custom hardware (ASIC / SoC), automotive, railway

Trust us too

Building on a decade of domain work.

For more than ten years, we have helped clients develop clear and useful tools for complex fields. We study how experts think, what information they need to make decisions, where workflows get stuck, and what levels of abstraction make their work easier instead of noisier.

AI does not change this foundation; rather, it makes it even more important. Models, platforms, and frameworks will continue to evolve. The real challenge remains designing the right interface between expert users and technical systems.