AI-Native Security Needs Enterprise Context
theCUBE Research, Tuesday, July 14th, 2026
Bolting AI onto existing security products is not AI-native; shared enterprise context across systems is the missing layer.
The article argues that vendors increasingly market AI capabilities, but adding AI to existing products does not make a solution AI-native.
Krista Case contends security's biggest challenge is no longer generating intelligence but creating the shared enterprise context that turns intelligence into action.
Fragmentation is the core problem: endpoint, identity, network and vulnerability tools produce huge data volumes without shared context, so an endpoint alert cannot tell whether a device supports a critical business process.
Effective decisions require cross-system understanding of identities, business processes, infrastructure and operational priorities.
Organizations that recover fastest from breaches will be those holding shared context across the whole operating environment.