Explore best practices for implementing resilience at scale for generative AI data and applications in this AWS re:Invent 2025 conference presentation. Discover how modern data protection platforms like Clumio deliver automated safeguards for cloud-native applications and data lakes, enabling robust business continuity and rapid recovery capabilities that are crucial for AI workloads. Learn practical strategies for simplifying data protection while maintaining the high availability and resilience requirements of enterprise-scale generative AI implementations. Gain insights into automated backup and recovery solutions specifically designed for cloud-native environments, and understand how to architect resilient systems that can quickly recover from disruptions without compromising AI application performance. The session covers implementation approaches for protecting both structured and unstructured data in AI pipelines, ensuring your generative AI initiatives maintain operational continuity even during unexpected events.