Real-world evidence and hospital operations, with patient data treated as such.

Ongoing validation of new cancer medicines in real-world patient populations, against fragmented national health registries.

Privacy-preserving pipeline over LPR3-class inpatient data, pharmacy dispensing, and civil-registry linkage, with reusable protocol templates that compress follow-up cycles from nine months to three.

Multi-site demand for AI application development and lakehouse operations across five regional health authorities, with EU AI Act and clinical-data constraints.

Joined the supplier panel across two specialisms — AI application development (LLMs, agentic workflows) and data production (Data Vault 2.0 on Databricks) — with healthcare-regulated delivery practice.

European enterprise clients across energy, biotech, and financial services needed production-grade retrieval-augmented generation over unstructured PDFs and platform data.

Document ingestion pipelines, intelligent extraction, and enterprise platform integration under Microsoft's ISD delivery umbrella.