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Explore how generative AI can revolutionize the monitoring, profiling, and optimization of multi-tenant Software-as-a-Service architectures in this 57-minute conference talk from AWS re:Invent 2025. Discover advanced techniques for leveraging GenAI to gain deeper insights into resource consumption efficiency, tenant load patterns, and noisy neighbor conditions that traditionally challenge SaaS architects. Learn to implement GenAI-powered analysis tools that provide richer visibility into multi-tenant strategies and policies, enabling more informed architectural decisions. Examine practical approaches for integrating GenAI mechanisms into existing SaaS environments to analyze critical experience metrics including time to value, throttling patterns, and over-provisioning scenarios. Gain actionable knowledge on where and how to deploy various GenAI tools for interrogating SaaS footprints, moving beyond traditional metrics to unlock comprehensive architectural intelligence that drives better performance, scalability, and cost optimization in multi-tenant cloud environments.
