AI Prototypes Lack Enterprise Security Features Like SSO And Audit Logs

Sarika Gautam, VP Engineering at GeekyAnts, argues AI-generated software prototypes often lack essential enterprise security features. These gaps include proper single sign-on integration, audit logging, and robust role-based access controls. The article examines five companies that provide engineering or identity management solutions to address these deficiencies. It emphasizes that organizational context, such as role definitions and access boundaries, cannot be reliably inferred by AI tools alone. The central challenge is establishing correct security requirements and verifying their enforcement in a production system.