Enterprise Knowledge System for Professional Services
Making 20 years of institutional knowledge searchable and actionable
enterpriserag-solutionsTop-Tier Consulting Firm
The Challenge
A consulting firm with 2,000+ staff had knowledge scattered across SharePoint, Confluence, email archives, and file servers. Consultants spent 30% of billable time searching for prior work and expertise.
Our Approach
We built a RAG-powered knowledge system that indexed 500,000+ documents, created semantic embeddings, and provides conversational search with source citations and confidence scores.
The Outcome
Knowledge discovery time reduced from hours to seconds. Consultant utilisation increased by 12%. The system processes 8,000+ queries per day with 94% user satisfaction.
500K+
Documents Indexed
8,000+
Daily Queries
94%
User Satisfaction
Technology Stack
Azure OpenAILangChainPythonNext.jsQdrant
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