Complex systems in large enterprises are prone to failures due to their inherently degraded state, as highlighted by Dr. Richard Cook, making it crucial to address minor issues before they escalate into major incidents. Cloudflare CIO Mike Hamilton and real-world examples from Slack and Fastly demonstrate how minor changes can trigger catastrophic failures due to technical debt, siloed operations, and lack of visibility. Agentic AI offers a solution by proactively identifying and resolving issues through autoremediation, historical context, and pattern recognition, thus reducing manual work and enhancing system resilience. This empowers experts to focus on innovation rather than routine operations, ultimately leading to quicker recovery and reduced reputational damage during incidents.