Secure AI

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  1. Danish Technological Institute
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Mikkel Bue Lykkegaard

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Secure AI

Value-creating artificial intelligence: Safe, validated and compliant with current regulations

Technological development has made artificial intelligence a key tool in modern businesses, from automation and decision support to entirely new business opportunities. At the same time, both authorities and the market are placing increasing demands on transparency, security and accountability in the use of AI. At Danish Technological Institute, we help you and your business realise the potential of AI, built on a solid foundation of technical, legal and ethical security.

Explainable AI: greater insight, transparency, and security in your models

We offer solutions within Explainable AI (XAI), making it possible to understand and document how your AI models make decisions – a crucial requirement in both regulated and complex applications.

  • We use explainable AI tools to explore and visualise correlations between variables in both new and existing datasets.
  • We can develop or customise models designed with explainability in mind.
  • We offer analyses and assessments of existing AI models, helping you better understand how they make decisions.

Language models, chatbots and Natural Language Processing (NLP)

The latest large language models (LLMs) and chatbots can strengthen knowledge sharing, automation and customer interaction.

We help you to:

  • Develop and implement chatbots and RAG (Retrieval-Augmented Generation) solutions for knowledge management and automation, with a focus on data security (e.g. GDPR) and robustness.
  • Upskill employees through courses in responsible use, prompt engineering and practical ethics.
  • Advise on the implications of the EU AI Act and other regulations for your business’s work with language models, including data security, transparency, and risk management.

Security, regulation and technical validation

Safe and secure use of AI is not just about technology, but about process, responsibility and documentation.

We offer:

  • Risk assessment and technical validation of AI models to ensure they are reliable in their specific application.
  • Guidance and support regarding compliance with GDPR, the EU Artificial Intelligence Act and other relevant standards.
  • Ongoing control and monitoring of both performance and data security during operation.

We have technical experience in:

  • Validation, testing and monitoring of AI algorithms and models.
  • Development and operation of NLP and chatbot solutions, from LLMs to RAG and on-premise deployments.
  • Data security, anonymisation and access and rights management.
  • Upskilling, awareness and ethics training for employees and management.
  • Advisory services on risk categories, responsible AI development and frameworks for AI governance.

Do you want to secure a solid, value-creating and responsible foundation for your AI projects?

Contact us for a free initial consultation, a security screening, or a tailored programme that matches your business’s level of ambition and compliance requirements.