Building an AI That Remembers So Consultants Don't Have To
Cut consultant research time 20–30% across a 100+ person consulting firm
An enterprise GenAI platform for querying past client work and auto-generating new documents and decks from it.
Problem
Consultants lost hours per query to manual search across past engagements. PII risk blocked any AI tool from touching live client work.
Approach
Owned the AI product end to end: RAG assistant, automated PII compliance layer, and a template-learning document and deck generator, validated against a 150-question benchmark.
Solution
Shipped a RAG assistant paired with a chat-based generator that learns a firm's own templates and produces new documents and decks from retrieved knowledge, not just search.
Success Metrics
0.92
answer faithfulness
~60%
hallucination reduction
12+
PII entity types covered
Problem Statement
Case Study Details