Blog
VideoVector blog
Technical tutorials for media teams building searchable archives, catalog intelligence, structured video metadata, and production workflow automation.
Practical implementation notes for engineers, product teams, and media operators evaluating AI video analysis in real workflows.

How streaming platforms can build catalog intelligence with video vector embeddings
Learn how streaming and VOD platforms can build catalog intelligence with video vector embeddings: similarity search, near-duplicate detection, hybrid retrieval, and recommendations using VideoVector.
Read tutorial
How broadcasters and news agencies can automate archive search and rights-aware repurposing with VideoVector
Learn how broadcasters and news agencies can turn dormant archives into searchable, time-coded moments and reusable, rights-aware assets using VideoVector: AI metadata extraction, video semantic search, MediaRAG, and SQL analytics.
Read tutorial
How sports agencies can automate highlight discovery and sponsor reporting with VideoVector
Learn how sports agencies can turn full-game footage into searchable, time-coded moments and sponsor-ready reports using VideoVector: schema-aware extraction, vector search, filters, and SQL analytics.
Read tutorial