A leading cloud billing and subscription management provider sought to enhance its platform with advanced analytics for customer insights and proactive revenue management. Aspire Systems implemented descriptive and predictive analytics using ML algorithms and data modeling. The solution added powerful insights to existing billing systems, enabling churn detection, lifetime value prediction, and early identification of payment defaults. Technologies included Oracle 10g, AWS Data Pipeline, Oracle Golden Gate, and MicroStrategy. Results included reduced churn, minimized revenue losses, increased revenue, and a stronger competitive position in the subscription economy.

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