All case studies

AI knowledge assistant for internal teams

A retrieval-augmented assistant that answers questions from internal documents.

Client
Confidential
Industry
Technology
Engagement
Dedicated product & engineering teams
Duration
4 months

The challenge

Employees lost hours searching wikis, tickets and documents for answers.

Our solution

We built a RAG assistant with permission-aware retrieval, citations and an evaluation harness to keep answers grounded.

Outcomes

  • Answers with source citations
  • Permission-aware access
  • Continuous quality evaluation

Tech stack

AngularAmazon BedrockPython

Have something worth building?

Tell us about your idea, product or problem. We will come back with a clear plan.

Start a conversation