Lamp: From Conversation to Useful Work

A general chat interface cannot safely act on institutional records just because a user describes a task. Useful assistance needs the right context, a supported operation and a clear boundary between advice and an actual change.

Lamp's Colyf integration derives that context from the authenticated application session. It can read authorized information, ask clarifying questions and prepare supported actions for review.

The user confirms changes before they execute. Application routes recheck access at that point, keeping roles, institutional scope and resource permissions authoritative.

• Role-aware context instead of unrestricted data access
• Clarifying questions and reviewable action fields
• Explicit confirmation before supported application changes