How AI Is Transforming Cloud-Native Identity and Access Management

AI is reshaping identity and access management (IAM) in cloud-native environments by replacing static rule-based access controls with adaptive, real-time security. Key improvements include intelligent threat detection using behavioral biometrics, automated least-privilege access control that adjusts dynamically based on context, and scalable zero-trust enforcement across thousands of endpoints. Challenges remain around data privacy compliance (GDPR, CCPA), potential bias in AI training data, and the need for mature ML operations. Organizations are advised to invest in fairness audits, explainable models, and continuous oversight to responsibly deploy AI-driven IAM.