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Viewpoint · AIRegulation & policyNow (0-12 months)

EU AI Act: which products fall into the high-risk class, and what will compliance cost?

This Viewpoint identifies which products fall into the high-risk class under the EU AI Act. It also examines the likely compliance costs, informing strategic planning for AI product developers.

Why it matters now

The EU AI Act is a landmark regulation poised to significantly impact the development and deployment of artificial intelligence products. Its tiered approach, particularly the 'high-risk' classification, introduces stringent requirements for transparency, data quality, human oversight, and robustness. Companies developing AI solutions must understand these classifications and their associated compliance burdens now to avoid substantial penalties, market access restrictions, and reputational damage. Proactive assessment is crucial for navigating this evolving regulatory landscape.

Who is exposed

AI developers, software companies, and hardware manufacturers creating AI-powered products face significant compliance burdens and potential liabilities. Products deemed 'high-risk' will incur substantial development and operational costs for conformity assessments, data governance, and ongoing monitoring. This impacts product roadmaps, time-to-market, and profitability. Companies failing to comply risk fines, product recalls, and exclusion from the EU market, affecting revenue and brand reputation.

Most relevant for: Chief Legal Officer, Head of Regulatory Affairs, Product Compliance

What this Viewpoint covers

  • Which specific applications and sectors are designated as high-risk under the EU AI Act?
  • What are the criteria for an AI system to be classified as high-risk?
  • How will conformity assessment procedures impact product development cycles?
  • What are the estimated resource requirements for ongoing compliance and monitoring?
  • Which types of documentation and data governance will be required for high-risk AI systems?

Signals to watch

  • Publication of detailed guidelines and implementing acts by EU authorities.
  • Increased hiring for AI ethics and compliance roles within companies.
  • Industry associations releasing compliance frameworks and best practices.
  • Early enforcement actions or guidance on specific high-risk use cases.

Decisions it supports

  • Assess current AI product portfolio for high-risk classification.
  • Allocate resources for compliance infrastructure and expertise.
  • Adjust product development processes to integrate regulatory requirements.
  • Develop strategies for market entry and expansion within the EU.

How it is built

Prepared after your order from dated public sources - such as ai product development filings and announcements, regulatory records, trials, patents and trade data, where relevant - and our market model. Reported facts are cited, estimates are labelled and our assessment is marked as such, following our research method. You receive our verdict, the evidence, who is exposed, the signals to watch and recommended actions, within 24 hours.

Questions

What makes an AI system 'high-risk' under the EU AI Act?

An AI system is generally considered 'high-risk' if it poses significant harm to people's health, safety, or fundamental rights. This includes AI used in critical infrastructure, education, employment, law enforcement, migration management, and the administration of justice, among other specified areas.

What are the main obligations for high-risk AI systems?

Developers of high-risk AI systems must implement robust risk management systems, ensure high quality of data sets, maintain detailed technical documentation, enable human oversight, ensure accuracy and cybersecurity, and undergo conformity assessments. Post-market monitoring is also a key requirement.

Will the EU AI Act impact AI products developed outside the EU?

Yes, the EU AI Act has extraterritorial reach. Any AI system, regardless of where it is developed, that is placed on the EU market or whose output is used in the EU will need to comply with the regulations. This means global developers must consider EU requirements.