Proof, not promises.

A selection of client work, products and open source. Client names under NDA are described by sector and outcome.

Banking · under NDA

Regulated document extraction

Trustworthy extraction from inconsistent regulatory PDFs, at a fraction of the AI cost, by routing each document on a measurable quality score. Deterministic first; AI only where it earns its cost.

Data consultancy · under NDA

Document-intelligence pipeline

A production GenAI pipeline that turned unstructured reports into clean, deduplicated records – 70% more efficient, 90% cheaper to run, with duplicates cut from ~7,000 to ~250 a day.

Live product

CV Booster

A full AI job-hunt suite in users' hands: free ATS analysis, tailored CVs and cover letters, a live editor and an Opportunity Radar. Rated 5.0 on Peerlist.

More work

Across RAG, agents, data and products.

Open source

Enterprise RAG & GraphRAG

Multi-tenant, self-hostable reference architectures for retrieval over private knowledge, with access control and observability built in.

Open source · agents

TriageFlow Lite

An agentic assistant with real MCP tool use, human-in-the-loop approval and an evaluation suite – a safety-first "production agent" pattern.

Client · under NDA

Geospatial intelligence platform

An end-to-end pipeline from open-source news scraping to classified, mapped intelligence in a warehouse.

Humanitarian

Assessment & reporting systems

Data-collection systems and executive dashboards supporting response across many field sites, with careful handling of sensitive data.

Product

PRISM Documents

A free, open-source, local-first desktop app for documents – the first step toward private, on-device document intelligence.

Automation

Agents & integrations

Slack and voice agents, reliable data extractors and outbound automation – AI wired into the tools teams already use.

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