The useful version of AI is not a demo. It is a repeatable pipeline that produces consistent output, with a human in the loop where it matters.
AI that does a defined job
We build AI into existing processes where it clearly removes work: turning notes into drafts, summarising long threads, classifying and routing incoming messages, and answering questions from your own documents.
- Drafting workflows
Briefs to first drafts for proposals, listings, product copy and replies, with a review step before anything is sent. - Summarise and extract
Condense email threads, meeting notes, tickets and reports into structured summaries and action items. - Classify and route
Tag incoming enquiries and documents, then send them to the right person or system automatically. - Retrieval (RAG)
Answers grounded in your policies, manuals and past work, with citations and a fallback to a human.
Guardrails included
Prompt and output validation, evaluation against real examples, data boundaries so sensitive information stays where it should, and logging so you can see what the AI did and why.