Protect AI

Protect AI focuses on securing machine learning and artificial intelligence systems across the model development and deployment lifecycle. Its technology addresses risks that are specific to AI supply chains, including vulnerable or malicious models, insecure dependencies, exposed artifacts and weaknesses in machine learning infrastructure. Open-source tools such as ModelScan help teams inspect model files for potentially dangerous content, while other Protect AI capabilities support AI security posture, vulnerability management and red-team testing. This is increasingly important as enterprises move AI workloads from experimentation into production and begin connecting models to sensitive data and business processes. Protect AI works with security, data science, ML engineering and platform teams that need visibility into AI-specific risks without slowing development. Its focus is distinct from conventional endpoint or network security because the protected assets include models, datasets, pipelines and AI applications that can introduce new attack surfaces.