Polygraf

Polygraf

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Our proprietary Small Language Models enable organizations detect, explain & mitigate AI risks - from data leakage and compliance violations to deepfakes - using local, explainable & auditable AI solutions. As artificial intelligence advances, organizations face new risks from confidential data loss, data breaches, misinformation, and fake or synthetic content. Polygraf AI enables organizations to

06/01/2026

AI safety and AI security are not the same thing.

AI Safety is what a model does wrong on its own: hallucinating, drifting, getting biased. You fix it during training and evaluation.

AI Security is what an attacker makes the model do – by injecting malicious instructions, stealing data, hijacking agents. You fix it at runtime.

Different attack surfaces require different controls.

The type of AI security control that Polygraf AI provides - a real-time AI Behavioral Control Plane that enforces policy, protects sensitive data, and provides auditable control over both human and agentic AI activity.

AI safety helps make models better.
AI security helps make AI usable in the enterprise.

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Austin, TX