From development to production, and from traditional data engineering to AI. Secure your development environments, pipelines and tools, as well as open source components, which make up the data and AI supply chains. Discover, prevent and fix AI compliance and security risks continuously before they reach production. Monitor your AI applications during runtime to detect and block adversarial AI threats and enforce app-specific safeguards. Noma integrates seamlessly across your data and AI supply chains and AI applications. It maps all your data pipelines and notebooks, MLOps Tools, open-source AI components and first- and third party models and datasets. This automatically generates a comprehensive AI/ML BOM. Noma continuously identifies security risks, such as misconfigurations and AI vulnerabilities, throughout your data and AI chain. It then provides actionable remedies to mitigate these risks.