Real-Time AI Done Right
Real-time AI is a game-changer for businesses, offering more accurate predictions and enabling developers to build intelligent applications that drive actions at the exact moment they can make the biggest impact. Unlike traditional AI models based on historical data, real-time AI connects to events as they unfold, providing a highly personalized understanding of consumer behavior, security threats, systems performance, and more. This approach also enables businesses to monitor the performance of ML models in real-time, triggering automatic retraining or swapping in shadow models if necessary. By bringing ML capabilities to the data source, costs associated with data transfers and storage are reduced, and a unified interface is created for training and production. Real-time AI holds immense promise for unlocking the value of AI and creating new applications that drive more accurate business decisions, predictive operations, and engaging consumer experiences.
Company
DataStax
Date published
March 2, 2023
Author(s)
Dr. Charna Parkey
Word count
1725
Language
English
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