Engineers bringing AI into development.
The dAIve group consists of dAIve GmbH in Vierkirchen near Munich and Digital Physics AI GmbH in Pucking near Linz. Both work as one team: specialists in physics, simulation, materials science and software. We work for clients in Germany, Austria and Switzerland, and gladly internationally.
Where we come from
It all started with simulation projects. We ran FEM and CFD studies for clients and kept seeing how much knowledge sits in the results and how little of it reaches the next development.
Two things grew out of that: projects in which we combine simulation and machine learning into hybrid models, and our own software that lets engineers build such models themselves. dAIve Predict has been in use with pilot customers since 2023.
Today we support companies along the whole path: from the first question of where AI helps, through training and projects, to the tool used every day.
How we work
We say what AI can do in your case and what it cannot. We give numbers with their source.
We try new methods, but on a manageable pilot first, before it gets big.
We work with your specialists, not around them. In the end your team should be able to do it.
Contacts
Carolin RohrbachFounder and Managing DirectordAIve GmbH · Digital Physics AI GmbH
Simon MayerHead of Software and AIdAIve GmbH
Florian DirisamerHead of EngineeringDigital Physics AI GmbHResearch and technology partners
We work with research institutes and technology companies and present the results together at professional conferences.
Physikalisch-Technische Bundesanstalt (PTB)Germany's national metrology institute and partner in the GNOME project. Together we develop AI-driven design methods in flow metrology, for example for flow disturbance generators.
Deutsches Zentrum für Luft- und Raumfahrt (DLR)Germany's aerospace research centre and partner in the GNOME project. Together we use AI to assess manufacturing defects from automated fibre placement (AFP) in lightweight structures.
CAIQ – Computer Aided CreativityTechnology partner from the CONTACT Software group. Together we connect simulation data management with AI, for example to assess how robust requirements are.Founding and network
BayStartUPBavaria's network for founding and financing. We took part in its business plan competitions and made contacts with investors through it.
TechFoundersUnternehmerTUM's accelerator programme. We took part in batch #16, back then as sustainedBIZZ GmbH.
FestoIndustry partner in the TechFounders programme. In the 2022 proof of concept “AI in CAD Part Design” we showed how AI speeds up variant design of fixtures in CAD.Funding
KMU-innovativ: project GNOMEGNOME (Graph Neural Optimization for Mesh and Engineering) is building a hybrid AI platform that delivers physically consistent predictions directly from design and simulation data and fits into existing CAD, CAE and PLM environments. dAIve coordinates the consortium with DLR and PTB, who contribute use cases from lightweight design and flow metrology. The project started in March 2026 and is funded by the German Federal Ministry of Research, Technology and Space (BMFTR) under the “KMU-innovativ: ICT” programme (grant number 16IS26014A), managed by DLR Projektträger.Locations
dAIve GmbH
Unterfeldring 13a85256 Vierkirchen
Germany
Consulting, training and the dAIve Predict software
Digital Physics AI GmbH
Obere Landstraße 194055 Pucking
Austria
Engineering and R&D projects: simulation, hybrid models, product development
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