AI Training Licensing for Businesses 

Developing AI models, whether you are training large language models (LLMs), fine-tuning existing systems, or building retrieval-augmented generation (RAG) applications, requires access to high quality, published content as well as the permissions to use it.

Secure the permissions to use content for training AI models with a CLA Licence tailored to your needs.

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CLA’s new Generative AI Training Licence is for organisations developing AI models that rely on published text-based content.

Whether you’re building foundational models, fine-tuning for specific domains, or integrating generative AI into internal tools, this licence helps you:

  • Access high-quality published content from trusted sources
  • Ensure your use of content is ethical, legal, and compliant
  • Tailor permissions to your specific use case — from large-scale training to targeted fine-tuning
  • Mitigate legal risk with a clear framework and CLA-backed indemnity against third-party infringement claims

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Supporting

Organisations are using generative AI in increasingly diverse and sophisticated ways, from training large-scale models to fine-tuning for specialist outputs, or integrating AI into internal systems.

CLA’s Generative AI Training Licence is designed to support these varied approaches by providing access to high-quality published content under a clear, compliant framework.

Model Training

  • Large tech firms and AI labs experimenting with foundational models.
  • Teams working retrospectively with large volumes of published content.

Fine-Tuning

  • Enterprise organisations in regulated sectors like healthcare, law, finance, and education.
  • AI-native companies adapting base models for specialist outputs.

RAG

  • Organisations embedding generative AI into internal tools and workflows.
  • Use cases requiring current, domain-specific content, such as journals, magazines, and specialist publications.

Why work with CLA?

CLA has a long-standing history of developing licensing solutions that evolve with the way organisations use published content. From the early days of photocopying and scanning to today’s digital and AI-powered environments, we’ve consistently supported innovation while safeguarding rightsholder and creators’ rights.

Our Generative AI Training Licence continues this tradition by offering a future-ready framework that enables responsible, scalable use of published content in AI development.

  • Partner with a trusted licensing authority: CLA is the UK’s recognised Collective Management Organisation (CMO) for published text, regulated by the IPO.
  • Access content from leading publishers: Including high-quality, domain-specific sources across sectors.
  • Choose flexible licensing options: Tailored to your use case, whether for training, fine-tuning, or RAG.
  • Supports responsible innovation: Enable ethical AI development with a clear, compliant framework.
  • Benefit from CLA’s infrastructure: Scalable, secure, and designed to meet the needs of modern content use.

Further information

Press Release

CLA, in collaboration with PLS and ALCS, is proud to announce the launch of the world’s first voluntary collective licence for generative AI training.

AI & Copyright

Discover what else CLA is doing to support the creative community by exploring the challenges and opportunities presented by generative AI.

For Rightsholders

If you are a rightsholder and would like to find out more about how you could benefit from this licence.