Internal knowledge / docs search
Semantic Q&A across Confluence/Notion/Slack/Drive: who owns what, how do we do X, where is policy on Y.
enterprise
general
it-eng
Monthly Active Users
500,000
default for enterprise
Calls per User / Month
4.5
Token Shape (in/out)
1000 / 350
Setup Complexity
high
~100 hours
Suggested capabilities
inference
retrieval
evaluation
Integration
Complexity
high
Setup hours
100 hrs
Glue cost / month
$400
Common systems
Confluence
Notion
Slack
Google Drive
SharePoint
Production hints
PII intensity
medium