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Frequently Asked Questions
How is Preamble different from NVIDIA NeMo Guardrails?
How is Preamble different from other competitors?
Why can't we use our existing cybersecurity solutions for AI security?
Traditional security tools aren't designed to detect AI-specific threats like prompt injections, lack contextual understanding across conversation turns, can't evaluate the semantic meaning of AI interactions, operate reactively rather than proactively, don't address multi-modal inputs, can't protect against indirect information exposures, and lack AI-specific policy enforcement capabilities. AI security requires specialized protection designed for these unique challenges.
Why can't I just rely on the safety and security controls that OpenAI or Anthropic provide?
While these companies offer broad safety measures for hundreds of millions of users, they focus on content moderation rather than enterprise data protection. If you need to make a fast update to mitigate a risk specific to your business, Preamble can make changes in minutes. They lack customization for industry-specific compliance, still process data through their LLMs, don't offer granular organizational controls, and provide generic safeguards rather than enterprise-specific protections. Preamble delivers the specialized security layer that major AI providers simply don't offer.
What should we monitor to detect AI security threats?
You should monitor all user and AI activity for potential prompt injection patterns, AI outputs for policy violations, context-sensitive patterns across conversation turns, file uploads that might contain sensitive data or malicious instructions, user behavior patterns, interactions with external tools, policy violation attempts, and unusual request patterns. Preamble's platform provides comprehensive monitoring across these areas.
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