Compliance for Machine Learning

Get your AI into regulated markets.

medical device manufactorer developing an ML/AI-based SaMDmedical device manufactorer developing an ML/AI-based SaMD

What's this all about?

Manufacturers of AI/ML-based medical devices must technically verify and clinically validate the performance and safety of their AI/ML system. The regulatory requirements are manifold, unclear, heterogeneous, open to interpretation, and in constant flow.

We have compiled and structured the essential best practices and techniques for AI/ML development and validation in our ML validation playbook. Take a look to get an idea of what the notified bodies within the realm of the MDR and the FDA auditors expect.

For medical device manufacturers (as well as some 20 other regulated markets) the upcoming AI act will increase their regulatory load while decreasing legal uncertainty. For a number of other markets, the AI act will mean regulation of a so far unregulated market. In practice, this boils down to establishing a quality management system and a risk management system, and drawing up comprehensive technical documentation, very similar to what is expected from medical device manufacturers.

Whether you are a medical device start-up, a weathered manufacturer that introduces AI/ML technology into their product, or a non-medical AI/ML provider wondering if and how the AI act applies to them, we can help you find the best way to certification and placing your products onto the market.

Our experience includes classification of your AI/ML-based product, adapting your pre-existing QMS for AI/ML or helping you establish a new QMS, compiling sound and readable technical documentation, and helping you with the clinical validation of your product.

About us

Prof. Dr. Oliver Haase, Co-Founder and Regulatory Expert

Prof. Dr. Oliver Haase

Regulatory Veteran &

Kai Haase, Co-Founder and Machine Learning Expert

Kai Haase

Machine learning expert & 

We are a consultancy boutique specializing in AI/ML-based medical devices. We pride ourselves on the deepest available combination of AI/ML know-how and regulatory expertise for the EU and U.S. American markets. In addition to our consultancy services, we offer seminars, workshops, and a set of lightweight technical solutions that aid ML validation and certification.

With the upcoming AI act, our know-how happens to be a perfect fit for newly regulated markets that face a sub-set of the requirements that medical device manufacturers have to cope with.

Contact us

If you think that or wonder if we can help you, please get in touch with us. Fill out the form, and once we are in touch, we'll schedule a personal web call. Free of charge, of course.

Trusted by top innovators

logo and link to the company neurocare group AG
logo and link to the company Bracco
logo and link to the company fotofinder system GmbH
logo and link to the company Powerful Medical s.r.o
logo and link to the company Brainlab AG
logo and link to the company ThinkSono Ltd
logo and link to the company AIRAmed GmbH
logo and link to the company RetInSight
logo and link to the company Hamilton Medical