Data Theorem AI Governance is a continuous monitoring solution designed to establish security guardrails for generative AI adoption across enterprise codebases, APIs, and cloud infrastructures. The platform detects shadow AI usage, evaluates AI-generated code for risks, and prevents unauthorized data exfiltration or scraping by external AI models.