Learn how ITOps leaders use AI and automation to survive modern incident streams, reduce downtime costs, prevent burnout, and modernize incident management.

The New Stack is a publication covering trends and technologies in cloud-native development, DevOps, and software delivery. Developers can learn about containerization, Kubernetes, and cloud computing, as well as explore topics such as microservices architecture, serverless computing, and continuous integration/continuous delivery (CI/CD) pipelines.

The New Stack

Modern IT operations teams face an unrelenting stream of incidents that manual processes can no longer handle. Downtime costs large enterprises up to $249,999 per hour, and the burden on first responders is driving burnout. Four key approaches can modernize incident management: automating repetitive low-risk tasks (alerts, runbooks, common remediations), deploying generative AI to triage incidents and surface contextual information from logs and prior incidents, using AI agents to proactively handle routine workflows beyond simple if-then logic, and applying AI agents to operational logistics like drafting stakeholder updates and dynamically routing incidents to the right experts. Human oversight and guardrails remain essential, especially for complex or high-risk cases.

The essential shift every ITOps leader must make to survive an unrelenting stream of incidents

How to modernize incident management with AI and automation