Most deals don't announce they're in trouble. The signals are scattered across emails, calls, and CRM data. AI pipeline risk detection catches slipping deals two to four weeks before traditional reviews by tracking engagement velocity, stakeholder coverage, and language shifts.

An Inspection Agent autonomously analyzes buyer conversations, emails, and CRM data to separate fact from opinion, detect deal slippage early, and produce bottom-up sales forecasts grounded in real evidence.