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AI solution scouting and assessment

Analysis of specific artificial intelligence needs, identification of suitable market solutions and development of a proof of concept to validate feasibility and compliance.

What it is and why it matters

Organizations often struggle to identify which commercial or open-source AI solutions fit their specific business needs, or whether these solutions comply with technical and regulatory standards. Selecting the wrong technology can lead to integration failures, high costs or compliance risks.

This service, delivered by the Luxembourg Institute of Science and Technology, addresses these challenges by providing a neutral, structured assessment of AI models against key dimensions of trustworthy AI, including explainability, robustness, compliance, social bias, human oversight and autonomy. By analyzing the state of the art, the service identifies existing market solutions and providers, followed by the development of a proof of concept (PoC) to validate functional and non-functional requirements before full-scale adoption

How can Luxembourg AI Factory help 

We connect you with technical experts at LIST to conduct a neutral, vendor-independent assessment of your AI needs.

Over a project duration of two to 10 days, experts help you scout the market, evaluate compliance with EU regulations and the AI Act, and test a selected solution against your business case. This collaborative process ensures you understand the potential and benefits of available solutions while avoiding vendor lock-in.

What you can expect 

  1. Scouted solutions and introductions 
    A curated list of potential market solutions and providers that fit your specific needs, including contact details and introductions to relevant partners.
  2. Proof of concept testing 
    Development and testing of a proof of concept using one or more identified solutions to validate feasibility, fit and gap against your requirements.

Who it is for

This service is intended for startups, SMEs, large companies and public administrations looking to identify and validate external AI solutions. To engage, organisations must provide:

  • A clearly defined business case
  • Prior completion of a technical AI scoping exercise
  • Readiness to sign a non-disclosure agreement (NDA) involving the beneficiary and the solution provider