Pillar Hub / Data Systems
Data Platforms
Architecture and governance guidance for trusted analytics, data products, machine learning, and AI-ready information systems.
Lead Guide
Lakehouse vs Data Warehouse
Choose an architecture for governed BI, analytics, data engineering, machine learning, cost, and AI readiness.
Read the comparison →Decision Desk
Turn data into a trusted product
Connect storage, pipelines, metadata, quality, access, analytics, and AI.
Foundation
Data Platform Guide
Components, architecture, governance, analytics, and operating practices.
Read →ArchitectureChoose the Platform Pattern
Match workload, trust, flexibility, cost, and AI requirements.
Read →ControlsOperationalize Data Governance
Define owners, quality rules, catalogs, lineage, privacy, and cadence.
Read →Connected Stack
Data powers every system
Follow platform decisions into AI, applications, cloud, and architecture.
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Latest GuidesNew data and AI analysis.Authority ReferencesStandards and primary sources.The Tech Silo BriefRequest pre-launch access.