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Explore how leading enterprises leverage AI-driven operations to transform observability and cost optimization at scale in this AWS re:Invent 2025 conference talk. Examine Kakao's implementation of AI-powered observability solutions that achieved 400x faster performance for 50 million daily users through EKS with ClickHouse and AI-driven analytics, processing billions of log events while reducing query times from hours to seconds and enabling proactive anomaly detection. Analyze Samsung's revolutionary approach to cloud cost management using autonomous multi-agent systems built with Strands SDK and Bedrock AgentCore, resulting in hundreds of thousands of dollars in savings through real-time collaboration and automatic optimization. Gain practical insights into enterprise-scale AI automation architectures and blueprints that deliver measurable business impact across observability and cost management domains, with real-world case studies demonstrating successful implementations in high-scale production environments.
