The AI-MATTERS Service Catalogue is your entry point to testing and validating AI solutions in real manufacturing environments. With 250+ services across Europe, it brings together expertise, infrastructure, and real industrial use cases in one place . The catalogue is continuously updated to reflect the evolving needs of the manufacturing industry .
But how do you actually use it?
Start with your challenge
Don’t start with technology – start with your problem or need and type it into the search bar:
- Want to reduce downtime?
- Improve quality inspection?
- Test a robotics solution?
The catalogue allows you to search based on your operational challenge, not just technical keywords.

Explore relevant services
Use the filters to narrow down services by:
- Country or organisation,
- Category (Circular Economy, Factory-Level Optimisation, Human-Robot Interaction or Other Emerging and Enabling Technologies), or
- Application area/subcategory (e.g. optimisation, inspection, logistics)
This helps you quickly identify services that fit your specific context.
Understand what each service offers
Each service description includes:
- What is tested or validated
- Expected outcomes (e.g. proof-of-concept, performance insights)
- Target users and applications
AI-MATTERS services are designed to move from idea → validation → implementation, not just theoretical exploration.
Connect and start experimenting
Once you find a relevant service:
- Reach out directly via the platform: https://ai-matters.eu/contact – we will quickly connect you to the right project manager.
- Discuss your use case in a non-binding conversation
- Set up a test or experiment
The goal is to help you validate AI in real conditions before scaling or investing (a lot).
Why this matters?
AI adoption often fails not because of technology, but because solutions are not tested in real environments. The AI-MATTERS service catalogue solves this by providing:
- Access to real production environments
- Expert support
- Low-risk experimentation
We help companies turn AI from concept into proven, deployable solutions.
Ready to take the next step?
If your organisation is looking to future-proof your operations, AI-MATTERS offers the tools and support to help you explore, test, and experiment with AI in your production environment with access to financial aid.
👉 Contact our project managers for a no-obligations conversation about the possibilities