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And today, Im very excited to announce the Microsoft Intelligent Data Platform. There is no better example of why this matters than e-commerce. Take, for example, a shopping website that needs to create personalized experiences, including product recommendations. Real-time personalization means the website needs to capture new interests from current sessions and instantly match historical data to online session data in real time and at limitless scale. Its absolutely mission critical during peak events like Cyber Monday. The site needs to connect and correlate customers with products, inventory, suppliers, logistics, and even social sentiment, all while respecting customer data privacy. They can build their application on Cosmos DB or SQL Hyperscale. With Synapse Link, all committed transactions across these databases are now available in real-time analytics in Synapse. With Azure ML, they can easily retrain models based on this real-time learning and close the loop by deploying tho