Research Series
BI/DWH and Data Architecture
Applied business-intelligence, data-warehouse and data-engineering practice — the accountable data foundation beneath the research programmes.
Research questions
- How do lineage, data contracts and quality controls make AI outputs auditable?
- What data architecture supports governed clinical and agentic systems?
Constituent works
This is a practice-based programme rather than a manuscript series.
Evidence status & planned validation
Professional and applied practice. No standalone research manuscript in this archive; this programme provides the data-architecture foundation referenced across the other series.