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In today’s AI-driven world, most organizations are eager to implement intelligent systems but very few stop to ask a fundamental question: How should these systems operate? The debate around Real-Time AI vs Batch AI is not about which technology is more advanced. It is about aligning your AI approach with how your business actually makes […]

Introduction Most enterprises focus on model performance when building AI systems. Few pay attention to what actually drives a large portion of the cost: data movement. Moving data across systems, regions, and pipelines is often treated as a technical necessity. In reality, it is one of the most expensive and inefficient parts of modern AI