§ Case studies

Our work.

A range of AI tools built for funds, managers and insurers. Your work is private, so to demonstrate our capabilities we have built these tools instead. Interactive versions coming soon.

Project№ 01

Built forProperty Fund

PracticePrototyping · Research

Multi-source investment memo drafting pipeline.

A pipeline that ingests filings, transcripts and recent news on a name and produces a cited investment memo, structured the way an IC expects to read it.

Coming soon
Time to first draft
1 day 20 mins
Project№ 02

Built forFCA-regulated firms

PracticeGovernance · Compliance

FCA-mapped AI risk register.

From a short intake, the tool builds a firm’s inventory of every AI system in use and a governance pack mapped to the relevant FCA expectations. What usually takes weeks of internal coordination becomes a board-ready document in a day.

Coming soon
Register built from scratch
2 weeks 1 day
Project№ 03

Built forPortfolio desks

PracticeAutomation · Research

Overnight portfolio Δ digests.

An overnight scan across a holdings list that flags material events, filings and news, weighs what matters, and assembles a single brief by the open. The desk reads one document instead of eighty feeds.

Coming soon
Sources to one morning brief
28 sources 1 page
Project№ 04

Built forDiligence teams

PracticeDiligence · Automation

Deal docs, summarised & flagged.

Extracts covenants, parties, dates and obligations from data-room documents and surfaces the red flags into one structured sheet.

Coming soon
Pages to a single sheet
200 docs 1 page