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Discover how to transition from impressive AI demonstrations to measurable business value in this AWS re:Invent 2025 conference talk. Learn why most enterprises remain trapped in "AI pilot purgatory" with compelling demos but no return on investment, and explore practical solutions using Confluent's data streaming platform, AWS Bedrock, Amazon SageMaker, and MCP Servers. Understand how batch pipelines diminish model effectiveness and discover how real-time data streaming enables scalable multi-agent systems that monitor business events and trigger instant automation. Examine why Gartner predicts 80% of successful GenAI applications will run on existing data platforms by 2028, and learn to move beyond treating AI as "magic" exempt from traditional data challenges. Gain actionable frameworks to cut through industry hype and architect AI systems that deliver tangible revenue growth and measurable business outcomes through the integration of Confluent's Streaming Agents with AWS services.
