Autonomous security agents need complete data. Here's how to check if yours is ready.

The 2026 Axonius Actionability Report, conducted with Ponemon, found that 12.7% of devices in a median 298,000-device customer inventory were missing expected security agents. The article argues that EDR and SOC dashboards can overstate coverage because unmanaged devices, stale CMDB records, and unsanctioned SaaS tools may not appear in telemetry. Other surveys cited show rising AI-related security incidents and concern that autonomous agents are being deployed before data quality is verified.

As SOC and XDR vendors add more autonomous remediation, incomplete asset and identity data becomes a bigger operational risk. Human analysts often question suspiciously high coverage numbers, but machine-speed agents may treat flawed dashboards as ground truth. The emerging priority is not just better AI, but stronger data governance across endpoints, SaaS, identities, APIs, and CMDBs before agents are allowed to act.