Report
AI is Breaking Human-Managed Operations
New Global Research Reveals a Structural Fault Line in Enterprise IT
75% of enterprises report double-digit AI job failure rates.
One in three report failure rates above 25%.
Executive confidence is rising.
Operational instability is rising faster.
New global research from Virtana reveals a widening disconnect between leadership perception and frontline operational reality as AI workloads push legacy observability beyond its limits.
If AI is central to your strategy, this report is essential reading.
Download the full report to uncover:
- The measurable executive–practitioner divide
- Why current observability investments aren’t keeping pace
- The real cost of AI job failures at enterprise scale
- What organizations must change to operate reliably in the agentic AI era
- Get the data. Understand the risk. Close the gap.