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RAGFinancial ServicesKnowledge Management

Enterprise knowledge assistant

Conversational, cited access to policies, docs and institutional memory across the organisation.

−80%
time to find answers
100%
cited responses
1
unified knowledge layer

Institutional knowledge was locked in scattered documents. We built a cited, conversational assistant over all of it.

The challenge

  • ◆Knowledge in silos
  • ◆Slow answer discovery
  • ◆No source citations

Solution architecture

Knowledge sources→
Ingestion & embeddings→
RAG assistant→
Access control→
Answer with citations

What we delivered

DiscoverySolution architectureDevelopmentIntegrationTestingDeploymentMaintenance

Tech stack

RAGVector DBSSOMCP

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