Technical Lab

Practical demonstrators, evaluation frameworks and reusable AI patterns

The Technical Lab makes our systems thinking visible through working assets, transparent limitations and evidence-led evaluation.

Working product

AI Discovery Agent

Structured organisational discovery, opportunity prioritisation, readiness signals and an initial 30/60/90-day pathway.

Technical prototype

A governed demonstrator linking synthetic proteomics inputs to synchronised clinical scoring, reporting, guarded narrative and audit records.

Lab framework

Evaluation patterns for retrieval quality, groundedness, citation accuracy, relevance, hallucination and reliability.

Practice area

A lifecycle approach connecting clinical workflow, data, validation, human oversight, traceability, monitoring and evidence generation.