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Voice Analytics17 minMarch 22, 2025

Predicting Call Outcomes from the First 30 Seconds: A Machine Learning Study

We analyzed 100 million calls and found that call outcome can be predicted with 78% accuracy from the first 30 seconds. Here's how.

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Dr. Michael Okonkwo

Head of Acoustic Modeling

We analyzed 100 million calls and found that call outcome can be predicted with 78% accuracy from the first 30 seconds. Here's how.

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