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Service

Enterprise RAG & Knowledge Systems

Ask your company anything — securely.

Start your project

Turn Your Company's Knowledge Into an AI You Can Ask

Your policies, docs and know-how are scattered across drives, chats and inboxes.

A secure internal AI that answers from your documents, policies and data — with sources.

Typical timeline: 2-4 Weeks.

Capabilities

  • Internal company AI & enterprise search
  • RAG systems & knowledge assistants
  • Policy & document search
  • Multi-source knowledge bases
  • Secure internal copilots

What you receive

  • Hybrid Dense-Sparse Vector Index
  • Automated Document Ingestion Sync
  • Semantic Chunking & Re-ranking Layer
  • Hallucination Prevention Guardrails

Technology

pgvector · Qdrant · LlamaIndex · BGE-M3 · Cohere Rerank · FastAPI

Frequently asked questions

How do you prevent the AI from fabricating answers (hallucinations)?
We employ reciprocal rank fusion (RRF) combining dense semantic vectors with BM25 keyword search, followed by a neural cross-encoder re-ranker. Responses cite exact paragraph anchors, refusing to answer if facts are missing from your vault.