Project Atlas
A confidential internal tool with a grounded AI assistant — one people actually trust with real decisions.
Client
Under NDA
Year
2025
Services
AI Feature, Web App, UX
Thebrief
A team drowning in scattered documents wanted an assistant that could answer questions from their own knowledge — without making things up. Client details are withheld under NDA.
The problem
Off-the-shelf AI chat hallucinated on internal data, so the team simply didn't trust it, and adoption never got off the ground.
Our solution
We built retrieval over their knowledge base with inline citations and a small evaluation harness to measure answer quality — so the assistant earns trust by showing its work.
Acloserlook
Thetransformation
A generic AI chat that hallucinated and earned zero trust.
A grounded, cited assistant the team relies on daily.
Relatedwork
Nosolutionyet?Bringustheproblem.
You don't need a brief, a spec or even an idea. Describe the challenge you're facing — we'll research it, explore the options and come back with a solution crafted for you.