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United Kingdom
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AI in UK businesses: managing legal risks across data protection, equality law, employment, intellectual property, accuracy, security and governance

Practice notes
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Practice Note

This Practice Note is aimed at general private-sector commercial organisations in the UK. It highlights typical risks linked to using artificial intelligence (AI) within your business and proposes ways to mitigate them. This Practice Note is not designed for organisations that create or deploy AI solutions as a commercial service for third parties. Separate guidance is available for technology companies—see Practice Note: Artificial Intelligence—UK regulation and the National AI Strategy.

What is artificial intelligence?

There is no single, settled definition of AI. In essence, it involves machines—usually computer systems—emulating human intelligence. Multiple forms of AI appear in commercial settings, including generative, predictive and extractive AI.

Generative AI

An AI tool that produces new, lifelike outputs such as text, audio, computer code, data or images, for example using an AI tool to:

  • craft a marketing blog post
  • refine an email you have already drafted
  • produce a product description or a job description
  • prepare a script or slides for a presentation
  • check, edit and enhance your grammar, spelling and writing style
  • summarise a report or an extensive block of text
  • power sophisticated chatbots
...
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Web page updated on 21/05/2026

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