Work that survived production. Not a slideware deck.
A selection of engagements that ran to deployment and stayed in production. Each story includes the architecture, the operational impact, and the trade-offs we made in real conditions.
01 · Life Sciences · Benelux · Azure
A multi-agent RAG platform replaced shadow-AI in a global pharma
Standardised prompts, project-level ACLs, and end-to-end observability — replacing teams pasting confidential documents into external AI tools.
02 · Telecom & Media · Benelux · Azure
An agentic data scientist in chat — LangGraph, deployed to Azure
Coordinated agents handle querying, cleaning, visualisation, and model training. Non-technical users explore data through natural language.
03 · Retail · United Kingdom · Azure
200,000 SKUs into an 8-level taxonomy — at 95%+ accuracy
Automated category mapping for mcgrocer.com, with confidence scoring, continuous learning, and human review only for the genuinely ambiguous.
04 · Technology Services · Global · AWS
A real-time BD agent that listens, suggests, and writes the follow-up
Deep prospect research, in-call AI suggestions, and standardised meeting notes — coaching every BD rep from average to consistent.