AI Usage Governance, Safety & Trust

Solutions that govern and secure the enterprise use of AI and generative AI, focusing on how users, applications, and business processes consume AI services. This includes AI safety guardrails and policy enforcement across LLMs and foundation models, prompt and output monitoring for data leakage and harmful content, AI usage analytics and access governance, model and provider risk assessment, safety and fairness evaluation, and controls that align AI adoption with regulatory, privacy, and responsible AI requirements. This domain complements AI & Machine Learning Security & AI‑Driven Defense, which focuses on securing AI models, pipelines, and AI‑driven security analytics themselves.