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As education systems increasingly adopt digital tools, the conversation has shifted from experimentation to effectiveness. Artificial intelligence is no longer viewed as a novelty but as an operational layer that can meaningfully improve teaching quality and learning outcomes. However, the success of AI in education depends on one critical factor:

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In the modern business landscape, data is produced at every touchpoint. From customer interactions to sales transactions, operational performance, and financial activity, companies generate more information today than ever before. Yet the real challenge lies not in collecting data, but in understanding it quickly enough to make informed decisions.