Keywords AI
NeMo Guardrails vs Protect AI
Compare NeMo Guardrails and Protect AI side by side. Both are tools in the AI Security category.
Quick Comparison
| Category | AI Security | AI Security |
| Website | github.com | protectai.com |
How to Choose a AI Security Tool
Key criteria to evaluate when comparing AI Security solutions:
About NeMo Guardrails
NVIDIA NeMo Guardrails is an open-source toolkit for adding programmable guardrails to LLM applications. It provides a modeling language (Colang) for defining conversation flows, topic boundaries, safety checks, and fact-checking rails. Integrates with any LLM and supports both input and output validation.
About Protect AI
Protect AI provides end-to-end AI/ML security covering the entire model lifecycle. Its platform includes model scanning for vulnerabilities, supply-chain security for ML artifacts, runtime threat detection, and policy enforcement. Protect AI helps enterprises secure AI pipelines from development through production deployment.
What is AI Security?
Platforms focused on securing AI systems—prompt injection defense, content moderation, PII detection, guardrails, and compliance for LLM applications.
Browse all AI Security tools →Frequently Asked Questions
What are the main security risks with LLM applications?▾
The primary risks are prompt injection, data leakage, jailbreaking, and hallucination. Each requires different mitigation strategies.
Do I need a dedicated AI security tool?▾
If your LLM application handles sensitive data or is user-facing, yes. Basic input validation is not enough — LLM attacks are sophisticated and evolving. Dedicated tools stay updated against new attack vectors and provide defense-in-depth.