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Evidence

Systems we’ve shipped, governed in the code.

Every case below is a system we designed, built and put to work inside a real UK organisation. We’ve anonymised the clients, but nothing else: the metrics are dated and self-reported where we say so, the maturity of each build is stated plainly, and each one carries at least one governance control written into its architecture, not bolted on afterwards.

Where a system is pre go-live or early-stage, we say so. Where a figure comes from a controlled test rather than live use, we label it. We don’t publish numbers we can’t stand behind.

Abstract illustration of a property operations system routing messages, inspections and approvals.Property management

In production

An AI operations layer for a property company

A multi-agent operations layer woven into daily property work — resident messaging, contractor coordination, voice-based staff check-ins and photo-led inspection triage — with read-only analytics and human approval throughout.

24,676

resident messages handled

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Abstract illustration of an evidence workspace linking citations to source passages.Public sector

Deployed to our infrastructure · pre go-live

A governance-first evidence workspace for the public sector

A retrieval-and-investigation workspace that helps a public body assemble cited, defensible evidence — advisory-only by hard constraint, with every answer traceable to its exact source.

Advisory-only

no automated decisions, by design

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Abstract illustration of invoices validated against an ERP with explicit decision codes.Finance operations

In production · internal tool

Governance-first invoice automation into an ERP

An internal tool that reads invoices from email and attachments, validates them against the live ERP, and either auto-posts or returns an explicit query code — with the AI never writing to the ledger.

14 / 14

validation scenarios passed

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Abstract illustration of a surveying report with an append-only AI decision ledger.Surveying

Built for a single firm

An AI-assisted operating system for residential surveying

A single-firm operating system running the full job lifecycle for RICS Home Surveys, where AI assists at five bounded points and the surveyor stays accountable for every word.

Append-only

RICS-aligned AI decision ledger

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Abstract illustration of company filings scored on a transparent, cited model.Insolvency & restructuring

Emerging · working demo

Explainable origination intelligence for restructuring

An early-stage intelligence engine that reads public company filings to surface restructuring signals, scores them on a transparent model, and drafts cited internal reports — with human approval required before any contact.

8-factor

transparent scoring — no black box

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