Large Language Model (LLM) Tenders and Contracts

See open large language model tenders and awarded contracts for the UK public sector.

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Frequently asked questions

Frequently asked questions about large language model, language model, generative AI, foundation model, frontier AI, OpenAI, retrieval augmented generation in the UK public sector.

  • What counts as a large language model tender in the UK public sector?

    Large language model notices cover content platforms built to align model output with national standards, AI workstation procurement, benchmarking and evaluation work for AI safety research, translation support for that research, and pilots that put a large language model into a council's own systems. Education bodies and central government departments buy most of it, usually through general IT, software or R&D routes rather than a dedicated LLM category.

  • Where are large language model contracts advertised?

    Stotles brings together large language model tenders and contracts from 100+ portals into one search, so you do not have to check each portal separately, and you can set alerts for new opportunities across the UK and Ireland.

    If you want to search the government portals directly, Find a Tender carries higher-value contracts across the UK and Contracts Finder carries lower-value contracts in England. Public Contracts Scotland, Sell2Wales and eTendersNI cover Scotland, Wales and Northern Ireland, Ireland's eTenders covers Irish public bodies, and many councils, NHS bodies and housing associations publish on their own e-tendering portals such as ProContract. Large language model work is usually bought through general software, research and G-Cloud routes, often as a small pilot or one lot inside a wider digital programme.

  • What do you need to bid for large language model contracts?

    Large language model projects must handle personal data in line with UK data protection law, and government buyers expect AI work to follow the government's AI playbook and NCSC guidance. Tenders usually set minimum insurance cover, check financial standing and ask for evidence of similar contracts at selection stage. Under the Procurement Act 2023, suppliers can be excluded for certain criminal convictions, insolvency or failure to pay tax.

  • How is large language model work bought, and who buys it?

    Large language model buying runs through general IT, software and research routes rather than a dedicated category, and many projects are small pilots and research studies. Central government departments, universities, councils and arts and education bodies are the buyers.

  • Does the acronym LLM always mean large language model in a tender title?

    No. LLM is also the Department for Work and Pensions' name for its Landlord and Lease Management estates contract, a Master of Laws law degree that appears throughout solicitor-training procurements, and a Local Liaison Manager role on a highways scheme.

  • Do UK public bodies buy large language models through dedicated tenders?

    Rarely as a standalone category. A large language model tends to show up as a lot inside a bigger digital, research or software programme, such as a content platform contract or an AI safety benchmarking framework, rather than as its own procurement route.

  • How do I find large language model contracts before they are formally tendered?

    Read digital and technology strategies, licence and contract renewal dates, architecture reviews and early market engagement notices, which show large language model work coming due ahead of a notice. On Stotles you can track those signals and the buyers behind them, then follow a notice from pre-tender through to award.

  • What CPV codes cover large language model contracts?

    Large language models have no CPV code of their own. Notices carry 48000000 (Software package and information systems) and 72000000 (IT services: consulting, software development, Internet and support), and AI workstation purchases carry 30214000 (Workstations).

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