Marketing operations managers use this agent when their lead scoring model in the MAP has drifted from actual conversion patterns — using n8n to pull closed-won opportunity data from the CRM, recalibrate scoring weights against real outcomes, and push updated scores back to the MAP and CRM without manual re-configuration.