AI Knowledge Management
Team knowledge was trapped in folders nobody searched — experts spent 20+ hours a month answering the same questions. Now anyone can ask and get an instant answer sourced from the team's actual documents, updated automatically.
The Problem
The team had built up years of documentation, SOPs, and training material. But finding a specific answer meant searching through folders, scanning PDFs manually, and hoping you were reading the right version.
Experienced team members spent 20+ hours per month answering the same questions over and over — not because they didn't want to help, but because there was no other way to surface the information quickly.
Any system that requires manual curation becomes stale the moment someone forgets to update it. Teams needed their knowledge base to index new documents automatically — with no maintenance overhead at all.
The Solution
Embeddable widget, 24/7 public access
Gemini, persistent memory
Top-5 passages, Pinecone search
Shared knowledge namespace
Google Drive watch — new file detected automatically
Parse · chunk · embed — any document format
Vectors indexed — instantly searchable
System Architecture
5 components · Fully automated — AI-driven · Pinecone, Google Gemini, OpenAI, Google Drive
Measured Results
Ready to automate?