We engineer what doesn't exist yet.

Deep-tech R&D engineering

You have a technical challenge with no standard solution. Consulting firms advise but don't build. System houses configure but don't engineer. AI providers offer models but not custom solutions.

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30+ Datalabs completed
3 focus areas
140k events/sec analyzed
7TB+ image data analyzed

We've been there

Software engineering meets fundamental research

We sit at the intersection of software engineering and fundamental research. We've spent 10+ years building systems that others couldn't: from production-ready AI pipelines to sovereign infrastructure for government agencies.

We engineer custom solutions that address the challenge precisely, whether tuning existing systems or building from scratch.

Custom solutions can become composable products. autoVI, autoStreams, and LoomBox all started as client projects.

Our process

Diagnostic → Factory → Deployment

1

Diagnostic

We assess feasibility before you commit. Our DataLab gives you a clear answer: can this be built, and what would it take?

2

Factory

Task-force sprints. We build from scratch or transform your existing system into what it needs to be. MVP in weeks, not months.

3

Deployment

Production-ready handover. Your system ships, your team owns it, and we're available when you need us.

What we build for you

No matter your role, we speak your language

R&D Managers

We engineer capabilities your team can't build alone.

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Researchers

We make your research fundable and remove technical bottlenecks so you can focus on publishing.

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AI Enterprises

Production-ready AI skills — not chatbots, not prototypes.

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Public Sector

Sovereign, on-premise AI capabilities — your data stays yours.

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Trusted by

Universities, industry partners, and government agencies

Companies

Coherent KION Group Huawei NVIDIA Umlaut Die Autobahn GmbH

Institutions

IKV RWTH ARS BASt IHK Stuttgart KI-Verband Cheetah Conservation Fund Universitätsklinikum Aachen

Government

MBWSV NRW MI LDSA SMK Sachsen MV BW Stadt Köln Stadt Düsseldorf

Universities

Kiel University TU Berlin TUHH University of Konstanz RWTH Aachen

30+ Datalabs completed. 3 focus areas. On the niche supplier list when the big names don't fit the job.