How AI Is Transforming Cloud-Native Identity And Access Management
Cloud Native Now, Friday, April 10th, 2026
Cloud-native environments are becoming more distributed and dynamic, and many of the security tools originally built for on-premises infrastructure can no longer keep up. Artificial intelligence (AI) is changing how organizations approach identity and access management by bringing smarter and more adaptive security controls to the cloud architectures that power modern applications.
Teams long relied on static rule sets and manual provisioning to control access to assets. An IT administrator assigns permissions when an employee joins a company and revokes these upon departure. This model worked well enough in small, on-premises environments.
However, in cloud-native environments with hundreds of microservices and unlimited workloads, that manual approach can easily fall apart. Research shows that 40% of businesses experienced an identity-related security breach in 2024, with 66% rating it as a severe event. Static rules are not designed for the volume and velocity of modern access needs.