Data analytics and machine learning in 
the gaming industry

Solution accelarators for gaming

Based on best practices from our work with the leading brands, we’ve developed solution accelerators for common use cases to save weeks or months of development time for your data engineers and data scientists.

Quality 
of service

Providing consistent quality in the streaming video and in-game experience is table stakes to keep fickle loyal gamers on your platform at a time when they have more choices for entertainment than ever before. This solution is a quick start for most streaming platform environments to embed a QoS real-time streaming analytics solution.

Customer lifetime 
value model

Understanding and identifying who your most valuable gamers are will help guide better marketing investment and product development choices. This solution focuses on retention and spending components you can combine into an overall CLV model ideal for transaction-based businesses.

Subscriber churn 
prediction

Identify customer behaviors to predict increased risk of canceling their subscription using Kaplan-Meier curves and Cox Proportional Hazard models

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