Best AI Safety & Guardrails Tools & Software in 2026 (Free & Paid)
AI Safety & Guardrails tools are designed to test, monitor, and constrain the behavior of large language models, reducing the risk of harmful, insecure, or noncompliant outputs. They are used by development teams and compliance officers for tasks such as enforcing content policies, defending against prompt injection attacks, conducting red teaming exercises, and maintaining audit trails in production environments.
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Kaspersky delivers award-winning, all-in-one cybersecurity for home users with real-time threat protection, identity safeguards, and seamless multi-device coverage.
Guardrails AI ensures safe and reliable AI applications by mitigating risks like toxic language, data leaks, and unauthorized financial advice.
GGWP is the ultimate AI-powered game moderation platform, designed to stop toxicity and promote positive play. With automated tools and detailed insights, GGWP helps game developers and moderators create a safer, more enjoyable gaming environment.
Payman AI provides secure, compliant financial infrastructure for AI Agents, ensuring safe and efficient money movement with built-in human oversight.
Credo AI helps businesses adopt AI responsibly with tools for governance, risk management, and compliance. Make AI trust your competitive advantage.
BigID is a cloud-native, AI-powered platform that gives you full visibility and control over your data, helping you reduce risk, comply with regulations, and optimize your data footprint.
DataRobot is a powerful AI platform that helps businesses integrate, govern, and scale AI solutions across various industries.
Aporia delivers secure and reliable AI with state-of-the-art Guardrails and Observability, ensuring your AI systems are safe, efficient, and trustworthy.
Hive AI provides advanced AI models for content moderation, brand protection, fraud detection, and generative content creation, helping businesses scale efficiently.
Abnormal Security is a leader in email protection, using Behavioral AI to stop advanced threats like phishing, BEC, and account takeovers. Trusted by Fortune 500 companies, it’s easy to deploy and reduces SOC workload.
promptfoo is a powerful, open-source tool for securing and testing LLM applications, trusted by 60,000+ developers to eliminate risks and maximize output quality.
Lakera is the ultimate AI security platform, offering real-time protection, low latency, and multilanguage support to keep your GenAI applications safe and compliant.