Docker
Docker is a containerization platform that packages applications and their dependencies into standardized units called containers, enabling consistent deployment across development, testing, and production environments. In AI governance contexts, Docker is critical for ensuring reproducibility of machine learning models and enforcing security policies, as containers provide isolated execution environments that can be scanned for vulnerabilities and compliance violations. Organizations use Docker to maintain audit trails, control resource allocation, and standardize the deployment pipelines through which AI systems are released, making it easier to enforce governance controls and regulatory requirements across the model lifecycle.
1 item
