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AI-Powered Usage Data Management

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Manage episode 449585494 series 3547763
内容由DigitalRoute提供。所有播客内容(包括剧集、图形和播客描述)均由 DigitalRoute 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal

In this episode of the Data for Subscriptions podcast, we discuss how AI-powered usage data management leverages predictive and generative AI capabilities to eliminate inefficiencies in reactive and manual quote-to-cash processes. More specifically, we deep dive into two use cases of AI: Anomaly Detection, which continuously monitors usage data for unusual patterns that could indicate potential issues such as revenue leakage, overcharging, system faults, frauds etc; and Usage Forecasting, which is crucial for predicting future demand with precision, enabling businesses to optimize resources, adjust pricing strategies, and forecast revenues accurately.


Find us on your favorite podcast app to unlock the secrets for successful subscription and usage-based business models.

Hosted by DigitalRoute.



Hosted on Acast. See acast.com/privacy for more information.

  continue reading

42集单集

Artwork
icon分享
 
Manage episode 449585494 series 3547763
内容由DigitalRoute提供。所有播客内容(包括剧集、图形和播客描述)均由 DigitalRoute 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal

In this episode of the Data for Subscriptions podcast, we discuss how AI-powered usage data management leverages predictive and generative AI capabilities to eliminate inefficiencies in reactive and manual quote-to-cash processes. More specifically, we deep dive into two use cases of AI: Anomaly Detection, which continuously monitors usage data for unusual patterns that could indicate potential issues such as revenue leakage, overcharging, system faults, frauds etc; and Usage Forecasting, which is crucial for predicting future demand with precision, enabling businesses to optimize resources, adjust pricing strategies, and forecast revenues accurately.


Find us on your favorite podcast app to unlock the secrets for successful subscription and usage-based business models.

Hosted by DigitalRoute.



Hosted on Acast. See acast.com/privacy for more information.

  continue reading

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