From development to production and from classic data engineering to AI. Secure the development environments, pipelines, tools, and open source components that make up your data and AI supply chain. Continuously discover, prevent, and fix AI security and compliance risks before they make their way to production. Monitor your AI applications in runtime, detect and block adversarial AI attacks, and enforce app-specific guardrails. Noma seamlessly embeds across your data and AI supply chain and AI applications, mapping all your data pipelines, notebooks, MLOps tools, open-source AI components, first- and third-party models, and datasets, automatically generating a comprehensive AI/ML-BOM. Noma continuously identifies and provides actionable remediations for security risks such as misconfigurations, AI vulnerabilities, and against-policy training data usage throughout your data and AI supply chain, enabling you to proactively improve your AI security posture.