Pulse AI Assistant

The Pulse AI Assistant FAB (bottom-right) opens a chat panel with context from your current scan. The assistant loads the relevant domain summary from MongoDB and uses LangGraph tool-calling to answer questions grounded in your actual scan data.

How It Works

On each query, the backend:

1. Loads the relevant domain's MongoDB summary as context
2. Uses LangGraph agentic reasoning with domain-specific tools
3. Composes a grounded answer based on your actual scan data

No external vector retrieval is involved.

Example Prompts

• "Why is our Pulse Score low this week?"
• "Which projects have no lead assigned?"
• "List all custom fields that are safe to delete."
• "Show me all workflows with dead-end statuses."
• "Give me a sprint-by-sprint carryover trend for the last 3 sprints."

Note: The Pulse AI Assistant reads and reasons about scan data. It does not autonomously execute changes in Jira. All remediation actions must be performed manually by an admin.