Generative AI

Generative AI is most useful when it is anchored to your material rather than the open internet. We fine-tune and ground models on your documents and data so answers are specific, traceable and safe to act on.

What we build

• Assistants that answer from your documentation, policies and product data
• Retrieval-Augmented Generation (RAG) pipelines and knowledge graphs that keep answers current and cite their source
• Custom fine-tuning of large and small language models for specialised tasks
• Drafting and summarising tools for support, sales and operations teams
• Image generation and visual content enhancement where it fits the product

How we deliver it

• Model choice driven by the task, cost and where the data is allowed to live
• Evaluation sets and human review built into the pipeline before anything ships
• Guardrails: source citations, refusal behaviour, and logging of every prompt and response
• Deployment in your cloud or ours, with sensitive data kept inside your boundary

Where it fits

• Teams spending hours searching internal knowledge
• Support queues full of questions your documentation already answers
• Content and reporting work that follows a repeatable shape