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AI Consulting

Bespoke LLM Development

Public chatbots don’t know your business, and you may not be able to send them your data. We build bespoke LLM solutions that understand your documents, terminology and processes, running in an environment you control.

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Isometric illustration of a private LLM in a secure enclosure with document retrieval, redaction, fine-tuning and on-premise servers

Our LLM services

Retrieval-augmented generation

Ask questions of your policies, contracts, manuals and knowledge bases, with answers that cite the source.

Fine-tuning

Teach a model your tone, formats and domain language for consistent, specialised output.

Private & on-premise LLMs

Open-weight models deployed in your data centre, private cloud or UK/EU region. Nothing leaves your control.

Evaluation & benchmarking

Choose the right model on evidence: accuracy, latency, cost and safety tested against your own use cases.

Built for sensitive environments

  • Document-level access control: users only get answers from content they are allowed to see
  • PII detection and redaction before data reaches the model
  • Full audit logging of prompts, sources and responses
  • Alignment with ISO 27001, UK GDPR and sector regulations

Typical use cases

Internal knowledge assistants for staff, policy and compliance Q&A, technical support copilots, contract and tender analysis, and domain-specific assistants for telecom, finance and the public sector.

Put your organisation’s knowledge to work

Let’s discuss your data, your constraints and the right architecture.

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