All Case Studies

AI & Machine Learning

Enterprise Knowledge Copilot — RAG That Employees Actually Trust

A global services firm launched a governed GenAI knowledge assistant grounded in policies, SOPs, and project memory.

Executive Summary

Employees wasted hours hunting for answers across SharePoint and tickets. We built a RAG copilot with citation-first answers and access controls.

Challenge

Hallucination risk, permission sprawl, and uneven document quality.

Solution

Chunking strategy, hybrid retrieval, evaluation harness, and human feedback loop.

Outcomes

Faster onboarding answers and measurable reduction in Level-1 support tickets.