NETSCOUT survey: enterprises are deploying AI faster than they can operate and troubleshoot it
Category: Enterprise AI • Operations
What it is
A NETSCOUT survey of nearly 1,000 enterprise technology professionals found 82.8% of organizations have AI projects already live or launching within a year. Yet 56.2% say resolving AI performance issues takes hours, 20.8% say a day or more, and only 11% can resolve issues within minutes. NETSCOUT frames this as a trust gap rather than a capability gap, driven by siloed tools, noisy telemetry, and incomplete visibility across the full-service chain.
Why it Matters for Enterprises
Deployment speed is outpacing operational readiness. Before scaling agentic workloads, IT leaders should invest in unified observability and treat autonomy as a graduated privilege earned through demonstrated data quality, not a default setting.
