Use Cases

Vector Database? Make It Enterprise-Ready

Vector databases power modern semantic search—but they rarely include the controls, connectors, or context that enterprises need. That’s where Unleash comes in. Unleash integrates high-performance vector search into an enterprise-grade framework:

  • HNSW index with 50 ms latency
  • Field-level encryption & ACL enforcement
  • Support for hybrid reranking (BM25 + LLM)

Guesty’s Deployment

Guesty’s GTM and CS teams now search across docs, tickets, and playbooks via Unleash’s unified vector index. Everything is scoped by permissions and citation-linked. The result: faster handoffs, smarter demos, and better self-service. (guesty case study)

Why You Can’t Just Plug in a Vector DB

Standalone vector DBs:

  • Don’t handle permissions
  • Don’t handle document freshness
  • Don’t rerank for quality

Unleash does - all while letting you deploy self-hosted, in VPC, or via API.

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