What Is Predictive Analytics?
Predictive analytics answers "what will happen?" questions. Which customers are likely to churn? Which leads are likely to convert? Which products will sell best next quarter? Plura's conversation analysis powers predictive insights: analyzing past conversation patterns reveals which behaviors predict conversion, churn, or high lifetime value.
Predictive vs. Descriptive Analytics
These serve different purposes:
Descriptive: What happened? ("30% of calls ended without resolution")
Predictive: What will happen? ("This customer will churn in 60 days if we don't intervene")
Prescriptive: What should we do? ("Offer this customer a discount and dedicated support to prevent churn")
Timeline: Descriptive looks at past; predictive looks at future; prescriptive guides action
Why Predictive Analytics Matters
Predictive analytics transforms reactive teams into proactive ones. Instead of noticing churn after it happens, you predict it and prevent it. ROI appears quickly: predicting high-value customers lets you allocate resources strategically; predicting churn lets you intervene before losing revenue.
How Plura Enables Predictive Analytics
Plura generates predictive insights:
Churn Risk Scoring: Identifies customers likely to cancel within 60/90 days
Conversion Prediction: Flags leads most likely to close based on conversation patterns
Upsell Opportunities: Detects when customers mention needs that match higher-value plans
Optimal Timing: Predicts the best moment to reach out to prospects based on engagement patterns
Common Predictive Analytics Use Cases
Organizations use predictions for:
Churn Prevention: Proactively reach out to at-risk customers with targeted retention offers
Lead Prioritization: Route highest-conversion-probability leads to top sales reps
Demand Forecasting: Predict future demand to optimize inventory and hiring
Customer Lifetime Value Prediction: Identify high-value customers early to invest in relationships
Fraud Detection: Identify unusual patterns that signal fraudulent activity