Life Happens in Real Time, Not in Batches: AI Is Better With Data Streaming

This blog post discusses how businesses can leverage real-time data streaming and processing technologies to drive value using AI/ML models. It highlights the importance of streaming analytics infused with AI and ML in various domains, such as fraud prevention, autonomous vehicles, voice assistants, recommendation engines, dynamic pricing, predictive maintenance, and intelligent cybersecurity systems. The post also emphasizes the role of data streaming platforms in powering modern AI/ML models with real-time, trusted data across the enterprise. It further explains how Confluent Cloud simplifies the integration of streaming data into AI/ML models by abstracting away technical complexity and supporting various features like model deployment, monitoring, and embedding models into a real-time stream. The post concludes that real-time AI/ML is becoming a strategic differentiator as it increasingly becomes important to incorporate real-time context from streaming data into the decision-making process.