Automation with Splunk and PagerDuty is revolutionizing incident management. Led by Vidushi Sharma, organizations now detect issues in real-time, auto-escalate to the right teams, and apply self-healing workflows. Results include 40% faster response, 30% better MTTR, and a 60% drop in manual resolutions. With AI-driven predictive analytics on the horizon, the future of IT resilience is proactive, data-driven, and automated.