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04-auto-analysis/chat-usage.md · raw · GitHub

Chat usage

Placeholder. Usage of chat assistants by non-technical users, from enterprise admin exports.

  • Reads: per-user usage counts, models, timestamps, as exported by the vendor. No conversation content.

Coverage (tentative priority, all to verify)

  • ChatGPT Enterprise, Claude Team/Enterprise, Gemini in Google Workspace, Microsoft 365 Copilot: each has admin usage reports; fields differ.

Pitfalls

  • Exports are daily aggregates at best; no per-session view.
  • Usage counts say nothing about output; pair with docs.md to see what changed.