Artificial intelligence (AI) and embedded systems are becoming increasingly important for data-driven product development. In this context, it is not only crucial to generate data with sensors. It is also necessary to gain intelligent insights from this data using machine learning. Data-driven development makes it possible to design products from the inception idea to series production with a deep understanding of the end user and with new value creation methods. Let us help you tap the enormous potential of these added capabilities during development and throughout the product’s lifecycle.
Taking a holistic approach to data-driven development, we work with you to assess the potential and business value for your unique use case. Count on us to assess what works best for you. A purely data-driven solution may be all you need, or it could take the addition of AI to reap the rewards you have in mind. This nuanced approach enables us to come up with a bespoke implementation strategy suited specifically to your project.
What we do best
Data management & engineering for intelligent IoT ecosystems
We make the most of state-of-the-art technology to efficiently process data streams and create scalable data pipelines for your Internet of Things (IoT) ecosystem. Proven platforms and tools serve to process your real-time data. Wherever you want your data infrastructure to be, on-premises or in the cloud, we can tailor the setup to meet your needs.
AI and machine learning engineering
Machine learning makes it possible to identify patterns in data, optimize processes and personalize customer interactions. Embedded AI (Artificial Intelligence), Edge AI and Cloud AI form an interconnected ecosystem and together enable a wide range of applications and services from the smallest embedded devices to powerful cloud infrastructure. Whatever you want to do – data processing and cleansing, model development, implementation, and maintenance, or all of the above – we have the skills and tools to help you get it done.
Our data-driven development methods
Our experience with embedded systems runs deep and wide, ranging from small sensor units to sensor networks and entire IoT information systems. Call on us to combine all this to make AI work for you. Digital systems engineering combines state-of-the-art development methods with classic engineering skills. If you are looking for excellence in this field of engineering, turn to the experts with a firm grasp on both.
Explainable AI
Discover the future of Artificial Intelligence – explainable AI. Our intelligent systems explain their decisions clearly and in easily understood terms to build trust. Come and experience innovation with the clarity born of real insights.
MLOps
Take efficiency, scalability, and reliability to the next level by optimizing your machine learning processes with MLOps (Machine Learning Operations). Our advanced solutions tame complexity and bring order to the process to accelerate your AI development efforts.
Data quality, curation & protection
Polish up your data and let your business shine with first-class data quality and precise data curation. Our solutions keep data flowing smoothly, improve decision-making, and set the stage for data-driven excellence. Discover the fine art of data management and build a future-proof foundation for your information sourcing.
Data & AI system security
Keep your data and AI models safe with our industry-leading data and AI security. Our comprehensive defenses protect not only your sensitive information, but also the integrity of your artificial intelligence. Enjoy the peace of mind that comes with best-in-class security solutions for a worry-free data and AI experience.
Data & model safety
Our safety concepts ensure that systems act responsibly, with no unintended consequences. We mitigate potential risks and unpredictable behavior to safely integrate AI systems into your products – especially with regard to ethical, legal and social aspects. Trust in innovation with responsibility.
Transfer & continuous learning
As recent developments such as GPT go to show, AI models are growing larger and more powerful. Able to transfer knowledge and skills from one task to another, these models are very quick to learn and adapt. This is why profound technological knowledge is playing such an increasingly important role. We optimize performance by efficiently exploiting previously acquired knowledge. Our AI systems learn continuously and integrate new information and experiences into their models. Adaptive and agile, they are able to respond flexibly and promptly to changing requirements.
What we can do for you
Advise you on AI
Take advantage of our comprehensive systems consulting services. We conduct feasibility and potential analyses to assess the possibilities for your products and test relevant options using real data from the productive environment.
Enable your data infrastructure
Our experts team up with yours to build and manage your data infrastructure and to transfer AI to legacy and new products.
Provide data-driven systems development services
Opt for our services when you want to integrate machine learning processes and automate data development to facilitate continuous learning. Together, we get your AI-supported products ready for series production and certification.
Smart Packing
Every day, millions of items are prepared for delivery in distribution centers. Checking for the right items and quantities can be time-consuming and prone to errors. This costs money and jeopardizes customer satisfaction. Choose our Smart Packing solution to reduce errors, eliminate inefficiencies, and increase productivity.