Documents
Document Data Architecture: PDFs, Word Files, Extraction, and Search
How PDFs, Word files, forms, invoices, policies, and contracts become searchable and analyzable data.
Video
Video Data Architecture: Transcode, Index, Search, and Analyze
A practical architecture for video files, transcripts, scene metadata, search, moderation, and analytics.
Audio
Audio Data Architecture: Transcribe, Fingerprint, Search, and Analyze
How speech, calls, music, and machine sounds become searchable transcripts, fingerprints, and analytics signals.
Images
Image Data Architecture: Store, Extract, Search, and Analyze
How photos, screenshots, scans, and visual evidence move through object storage, metadata extraction, search, and analytics.
Text Search
Unstructured Text Data Architecture: Search, NLP, and Analytics
How support tickets, chats, reviews, notes, and pages become searchable and analyzable.
JSON
Semi Structured Data Architecture: JSON Pipelines That Stay Useful
How JSON, XML, and flexible payloads move into document stores, lakehouses, search, and analytics.
Relational Data
Relational Data Architecture: OLTP, CDC, and Warehouses
A practical architecture for relational data from OLTP systems into search indexes, read models, and analytics stores.
Structured Data
Structured Data Architecture: From Tables to Trusted Analytics
How table shaped data moves through ETL into warehouses, lakehouses, dashboards, and searchable business records.
Data
Everything Data: The Asset Behind Modern Software
A practical map of data types from simple values to structured, relational, geospatial, time series, event, graph, metadata, and vector data.