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Security, safety & guardrails
Part of AI SaaS tooling. Published reviews linked below, or jump to the Highest reviewed ranking.
Overall Score 8.1 · Recommend
Best for: Security and ML platform teams that need model inventory, supply-chain scanning, and runtime defense across predictive and generative AI.
Overall Score 8.0 · Recommend
Best for: Security teams that must inventory and control agents and AI tools across SaaS, cloud, and developer environments.
Overall Score 7.6 · Recommend
Best for: Security teams at regulated enterprises that need to find shadow AI, set usage policies, and protect their own AI apps and agents.
Overall Score 6.9 · Conditional recommend
Best for: Security and platform teams that need governance over agents, copilots, and low-code AI apps across SaaS estates.
Overall Score 6.8 · Conditional recommend
Best for: Teams shipping LLM features that accept user input and can place a check on the request path.