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You don't know what AI can do, before you haven't run it on a proper infrastructure.

Advanced AI infrastructure

AI offers a fantastic field of opportunities – for young businesses and established enterprises. AI-based business logic creates new business models, expands competitive edge, improves quality, and saves cost.


There are now many tools that facilitate the development of AI applications. However, the actual performance of an AI development environment - time-to-value, flexibility in the development and training of models, cost efficiency, data security, reproducibility, rapid deployment, efficient collaboration, monitoring and maintainability - often only becomes apparent during the course of the project.


During the past years of development of AI capabilities, Ambrosys has been at the European R&D forefront - in major research projects and on industry side. We combine strong AI / ML know-how with profound Cloud/Software development practices. Our our IT engineers work hand-in-hand with users in areas of automotive, energy, and agriculture. The joint goal ist to develop and operate market-ready AI models.

Our teams are well versed with business realities, and when we face new challenges, our learning curve is steep.

ML pipelines, end-to-end, by DevOps standards

Collaborative environments for seamless, convenient and secure workflows

AI solutions from concept to productive app

Data science & data engineering

DevOps training specifically designed for ML engineers

Data lakes and other data solutions, specific to use case

Dedicated packaging and containerization

Automated API generation

Automated deployment

Security solutions

Success stories

Questions and Answers

Which customers can Ambrosys help with data platforms & apps?

If you

  • deal with larger amounts of data of any kind
  • manage technical assets based on data
  • want to make informed decisions based on your data
  • look for convenient dashboards to monitor important parameters
  • want to provide stakeholders easy data access
  • wonder wether your data are already analyzed in the smartest possible way or
  • are interested in opportunities how to monetize your data

we’d consider you an ideal match for our skills.

Our customers for data platforms or apps can typically be found in the following industries and markets:

  • energy production or distribution
  • livestock farming
  • weather and climate forecasting
  • smart mobility and tolling
  • autnomomous driving
  • or many other others, e.g. in resource and task planning or asset management. Just talk to us how and where we can help.
How can I be sure that Ambrosys is the right partner before committing to a major project?

There are various ways to make your leap of faith a little easier. E.g. we start with a lightweight consulting project to design the concept - paid by the hour. Then, we complete an MVP at a fixed price. Several shared-risk options are possible in the case of long-term cooperation.

What is the best way of working together?

The most effective way we can work for you in the long run are our lifecycle teams. This means: The same dedicated team is responsible for development, deployment, operation, maintenance, scaling up and advancement of your system. This way, communication becomes smooth, motivation high on both sides, and bug fixing easy.

How do I know that quality standards will be met?

We go out of our way to train our teams in effective DevOps behaviors, as they make complex software systems reliable, adaptable and efficient. Among this set of best practices are continuous integration, continuous deployment, monitoring for rapid detection of deviations, and transparent versioning systems.