Case Study Validation

Proven Performance

Demonstrating predictive accuracy across different geographic markets.

Telecommunications company A

France

96%

Precision

96.78%

AUC

92.22%

Accuracy

Telecommunications company B

United States

95%

Precision

93.75%

AUC

96.26%

Accuracy

Both case studies demonstrate 95%+ precision and 92%+ AUC, supporting reliability across diverse markets.

The Cost of Inaction

$1.6T

Annual global revenue loss

25–95%

Profit increase from retention

12%+

Valuation impact from a 1% churn reduction

The time to act is now.