LLM Integration

LLM Integration

Large Language Models such as GPT-4, Llama 3 and Claude unlock natural, conversational interfaces and reasoning over your documents, tickets and workflows. We help you move beyond demos to durable value by aligning model capabilities with specific business journeys. From discovery to architecture, our approach prioritises privacy, security and measurable outcomes.

Our solutions combine prompt engineering with retrieval-augmented generation, evaluation harnesses and safety guardrails. We design secure data paths, manage prompt/response storage, and implement access control and redaction so sensitive context remains protected. Continuous offline and in-prod evaluation keeps quality high as your content evolves.

Typical use cases include knowledge assistants, support copilots, sales enablement, document drafting and code review. We integrate with your CRM, helpdesk and content systems so answers are grounded in the latest facts. The result is faster resolution times, happier users and teams that can focus on higher-value work.

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