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AirOxa

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Case Study
Professional Services

Enterprise RAG Knowledge Base for a Global Consultancy

Client: Top-10 Global Management Consultancy
70%
Reduction in Research Time
3.2x
Increase in Knowledge Reuse
95%
Citation Accuracy
12K+
Active Users in 6 Months
The Challenge

Consultants spent 3-4 hours daily searching through 500,000+ internal documents, research papers, and past engagement reports, leading to duplicated work and missed insights.

Our Solution

We developed a RAG-powered knowledge assistant using fine-tuned embeddings, a vector database, and a custom LLM orchestration layer — with role-based access control and citation tracking for compliance.

RAGLLMKnowledge ManagementEnterprise Search

“The RAG system AirOxa built is now the single most-used tool in our firm. It's like having a senior analyst available 24/7.”

Sarah Mitchell
Chief Knowledge Officer, Top-10 Global Management Consultancy

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