Customer Success teams at PLG (product-led growth) SaaS companies use this agent to detect early behavioral churn signals from HubSpot engagement and custom event data before a customer formally notifies intent to cancel. CSMs face the problem of learning about churn risk too late — after executive disengagement or product abandonment has already become irreversible.