Confluence

An AI playbook built as a static knowledge base required over 1,000 cards to answer every possible question about approved tools, and each card needed constant updates as vendors or policies changed. …

Glean builds custom embedding models for each customer because enterprise data is highly heterogeneous, containing diverse sources like Slack messages, GitHub code, and meeting transcripts, along with…