Agents: Deep Technical Walkthrough

This section covers every agent in the Utility Lead Platform pipeline — how each one works, which files and functions are involved, and what agentic concepts and technologies are used.

Agent	Role
Scout	Discovers companies from multiple sources
Analyst	Scores and enriches leads, estimates savings
Writer	Generates personalized outreach emails via LLM + Critic loop
Outreach	Sends emails, manages 3-touch follow-up sequences
Tracker	Classifies replies, updates lead status, alerts sales team
Orchestrator	Controls full pipeline, task dispatch, health monitoring, weekly reports
Chat Agent	Natural-language interface — intent classification, confidence-gated routing, 6 tools