Vector Search
Vector Data Architecture: Similarity Search and AI Retrieval
How embeddings, metadata, vector indexes, and retrieval services support semantic search and AI applications.
Derived Data
Derived Data Architecture: Metrics, Features, and Reusable Results
How calculated metrics, aggregates, ML features, and materialized views are built, tested, served, and reused.
Metadata
Metadata Architecture: Make Data Findable and Trustworthy
How catalogs, lineage, owners, schemas, quality signals, and freshness data make the data estate usable.
Reference Data
Reference Data Architecture: Small Data That Keeps Systems Aligned
How country codes, currencies, tax categories, statuses, and policy lists are governed, versioned, searched, and analyzed.
Master Data
Master Data Architecture: Golden Records for Core Entities
How customer, product, supplier, employee, and location master data is matched, governed, published, and analyzed.
Graph
Graph Data Architecture: Relationships You Can Query
How relationship data supports fraud detection, recommendations, permissions, and connected search.
Geospatial
Geospatial Data Architecture: Location, Routes, and Spatial Search
How coordinates, zones, routes, polygons, and distance queries become reliable operational and analytical systems.
Events
Event Stream Data Architecture: From Logs to Real Time Decisions
How event streams power ETL, search projections, analytics, alerts, and operational decisions.
Time Series
Time Series Data Architecture: Metrics, Windows, and Fast Questions
How metrics, sensors, prices, and operational measurements are stored, rolled up, searched, and analyzed.