Automation Pipeline

The Advizr lead generation pipeline automates outbound sales across 5 stages - reply detection, prospect research, strategy generation, deck generation, and send. Each stage combines AI orchestration with deterministic Python execution scripts. This section documents every stage, the 51+ execution scripts, and how the self-annealing system keeps the pipeline reliable.