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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