Explore the best approach for predictive maintenance using AIOps in AWS in this 27-minute conference talk from Conf42 Incident Management 2024. Dive into implementation strategies, challenges in modern systems, and the goals and benefits of AIOps. Learn about AWS CloudWatch capabilities, including building dashboards, digital experience monitoring, and AI-driven insights. Discover the data lake approach for AIOps, data processing techniques, and machine learning applications. Gain insights into DevOps Guru for cloud operations and key strategies for successful AIOps implementation. Conclude with final thoughts on leveraging AIOps for improved incident management and predictive maintenance in AWS environments.