Topic

Security Controls

Security controls are technical, administrative, and physical safeguards designed to protect AI systems, data, and infrastructure from unauthorized access, misuse, and cyber threats. In enterprise AI governance, security controls are fundamental to ensuring confidentiality, integrity, and availability of sensitive information processed by AI models, while also preventing adversarial attacks and data breaches. Effective security controls directly support compliance with regulations like HIPAA, GDPR, and SOC 2, and help organizations manage risks associated with model theft, data poisoning, and system compromise.

1 item

ResearchUS2026-07-04

55% of CISOs and CTOs Demand Centralized Controls for AI-Generated Software, Survey Finds

A June 2026 survey of 307 CTOs, CIOs, and CISOs conducted by Retool finds that 55% of technology leaders believe security and access controls for AI-generated internal software must reside in a centralized platform. The report highlights persistent governance gaps around shadow AI and so-called vibe coding tools, where developers use AI assistants to generate and deploy internal applications outside formal IT review. The findings signal that most enterprises lack the structural controls needed to govern this category of AI-assisted development.

shadow AI vibe coding enterprise governance security controls centralized platform AI-generated software access management Retool