White Paper

Trillions of vectors. Zero sharding. On one unified platform.

Standalone vector databases require sharding to handle scale. Splitting indexes across nodes, duplicating data into a separate infrastructure layer, and introducing synchronization lag makes real-time retrieval unreliable. VAST AI OS eliminates the separation entirely. Vector, structured and unstructured data live on one flash-native platform, so everything from embedding to RAG happens in one place.

What’s inside:

  • Why traditional vector architecture fails at enterprise scale

  • Why an AI-native platform matters for Enterprise AI

  • How real-time embedding and sub-second retrieval can coexist

Trillions of vectors. Zero sharding. On one unified platform

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