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Enterprise knowledge search, document grounding, vector databases, semantic search and policy-aware retrieval.
Enterprise knowledge search, document grounding, vector databases, semantic search and policy-aware retrieval.
Each pillar can be enabled, configured and audited independently.
Citation-anchored answers.
Vector + lexical for precision.
RBAC-respecting at retrieval time.
Per-source provenance and TTL.
Cross-encoder reranking by relevance.
Owner-managed corpora and policies.
Every answer cites its sources. Every retrieval respects access rights. No more plausible-but-wrong hallucinations in production.
Documents, wikis, tickets, contracts, transcripts and structured data are ingested with ACLs, freshness, and provenance preserved.
Hybrid vector + keyword + entity index supports semantic, exact-match and structured queries.
Each query retrieves only what the requesting role and policy permit. PHI / PII / classification rules enforced at retrieval time.
The reasoning engine cites every retrieved chunk used. Answers without grounding either trigger retrieval or are blocked.
Source-of-truth changes flow into the index continuously. Stale or contradicted chunks are flagged or retired.
Real numbers from production deployments — across banking, healthcare, telco, manufacturing and the public sector.
Your contracts, policies, runbooks and customer history shouldn't leak to every agent. Retrieval is policy-checked the way any other action is.
Agents that can't ground an answer either go fetch supporting evidence or escalate. They never confidently make things up.
Six concrete patterns from regulated enterprises across financial services, healthcare, telecom, public sector, energy and manufacturing.
Customer-care agents cite the exact clause behind every answer about fees, products or compliance.
Claims agents cite the exact policy wording supporting any coverage decision.
Clinical agents cite the studies, guidelines and formularies behind every recommendation.
Tier-1 agents cite official KB articles and product docs in every customer response.
Eligibility decisions cite the statute and case precedent supporting each outcome.
Quality and safety agents cite the relevant SOP for every operational instruction.
Pasting documents into the prompt is a starting point. Production RAG is governance, freshness and access control.
xyner native + Pinecone, Weaviate, pgvector, Azure AI Search and OpenSearch.
Yes — every grounded answer includes citations with policy-aware visibility.
Most customers adopt new capabilities in 2-4 weeks through starter packs and onboarding workshops.
No. The capability runs on your existing xyner deployment — cloud, hybrid, on-prem or sovereign.
Yes — our customer success team and partners deliver guided migrations and pilots.
See xyner in your environment with a guided executive demo.