Why Traditional ITOps Is Failing To Keep Up With The Unique Nature Of AI Incidents
The New Stack, Wednesday, March 4th, 2026
Traditional ITOps is failing. Learn how to adapt your incident management strategy for the unique risks and shifts of the AI era.
If 2025 was the year of AI adoption, with 88% of organizations now using AI across at least one business function, 2026 is likely to be the year of the AI incident. As AI systems are deployed at speed, gaps in governance, oversight, and resilience are surfacing. In this environment, IT operations (ITOps) teams must prepare for AI incidents and rethink traditional operations management processes to reflect the changing nature of risk.
In the year ahead, three shifts will define how organizations manage, respond to, and communicate about AI incidents.