Demand Generation managers and Marketing Operations leads use this agent to design and calibrate a predictive lead scoring model inside HubSpot, replacing subjective MQL definitions with a data-driven scoring system. They face the perennial Marketing-Sales misalignment problem where MQLs handed to SDRs are low-quality, causing rep distrust of inbound leads and wasted outreach capacity.