Work

Real projects.
Real numbers.

Two case studies. Both live in production, both under NDA — so no client names, but real numbers, real architecture, real outcomes. Pick whichever sector is closer to yours.

Financial Services · AI Agent

£2.4m+

Annual saving

40%

Auto-resolved

6 wks

To production

From four hours to twelve seconds: how an eight-person team handles 1,200 tickets a day.

A back-office team drowning in inbound queries. Eight specialists, four-hour first-reply time. We built an agent on their product docs, internal policies, and three years of resolved tickets — handles the routine cases, escalates the rest with a draft attached.

Read the full case study

Legal Sector · RAG System

73%

Research time cut

2,000+

Queries per day

8 wks

To production

Fifteen years of case files. Precedent search down from hours to seconds.

2.3 million pages of historical case files, with partners losing half a day per case finding the right precedents. We built a retrieval system that reads legal context, not keywords, and cites every answer back to its source.

Read the full case study

More projects on request.

We've delivered into healthcare, legal, financial services, and operations-heavy SMEs. Most of the work is under NDA, so it stays off the public record. If you're seriously considering working with us, we share delivery approach, security posture, and client references on a call.

Request the pack

Got a project that looks like one of these?

We start with a two-week diagnostic. If the numbers don't work, we tell you and refund the second week.

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