From the course: Generative AI and Predictive AI in the Cloud: Foundational Concepts and Scenarios
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Common cloud AI benefits
From the course: Generative AI and Predictive AI in the Cloud: Foundational Concepts and Scenarios
Common cloud AI benefits
When incorporating predictive AI capabilities into our runtime automation solutions, we are essentially making them part of important business operations that may be happening in real-time and may involve interactions with customers. Let's have a look at how clouds can support this responsibility. One of the most fundamental means by which clouds can help just about any type of runtime application is to provide high-end infrastructure capable of ensuring scalability. Our AI-driven automation solution may face unpredictable or even volatile usage by customers or internal staff. This can lead to problems with performance, behavioral consistency, and runtime error conditions. Clouds can provide dynamic infrastructure that will automatically scale to accommodate whatever the usage requirements turn out to be. Furthermore, our AI-driven automation solution may encounter unforeseen failure conditions, perhaps resulting from flaws within the application, misconfigurations of the underlying…
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