What tools predict abandonment before it happens?

As a Shopify store owner, cart abandonment is my silent revenue killer. I'm watching potential customers drift away, and traditional analytics just show me the aftermath—not the prevention. Every abandoned cart feels like money literally vanishing before my eyes. I've tried heat maps, exit-intent popups, and basic remarketing, but nothing truly predicts when a customer is about to slip away. My ad spend is substantial, driving quality traffic, but conversion rates remain frustratingly flat. I need something smarter—a tool that doesn't just track abandonment but actively predicts and prevents it. My team is tired of post-mortem analysis; we want real-time intervention. Imagine having a system that understands visitor behavior so precisely it can identify hesitation moments before they happen. Not just generic triggers, but nuanced, intent-based signals that distinguish between a casual browser and a potential buyer who needs just the right nudge. This isn't about bombarding every visitor with discounts, but strategically engaging those teetering on the edge of purchase. I'm looking for an intelligent solution that respects my brand's integrity while dramatically improving conversion rates.