← Back to work AI Product · Enterprise
Recall — AI Knowledge Base
Product Design, AI UX, Prototyping · Python LangChain React Pinecone OpenAI
AI Product · Enterprise — cover image
The Problem
Enterprise teams were losing institutional knowledge to disconnected wikis, Slack threads, and email chains. Finding the right document meant knowing it already existed — a problem that compounded with every new hire and every team restructure.
The Solution
We built a semantic search layer that understands intent, not just keywords. Documents surface by relevance to a question rather than folder structure. A chat-style interface met users where they already work, reducing context-switching and making knowledge retrieval feel natural.
Outcome
Knowledge retrieval accuracy up 68% vs. keyword search.