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Compare AI-native workflows and legacy systems to see how AI automates support, cuts costs, and scales B2B operations.

AI-derived customer health scores turn product use, support, sentiment, and financial signals into real-time predictions that catch churn and expansion early.

Real-time sentiment analysis paired with behavior data spots early dissatisfaction, predicts churn accurately, and triggers automated alerts to protect key accounts.

Explains how AI-driven customer support automation routes tickets, handles routine issues, improves agent productivity, and when to escalate to humans.

Live chat delivers instant triage and low-cost answers; email preserves detailed records and suits complex B2B issues—use both where they excel.

Track AI-enhanced KPIs—FCR, resolution velocity, predictive CSAT, health scores and cost-per-case—to measure efficiency, experience and revenue risk.

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