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.

All Tools

5
Kaspersky

Kaspersky delivers award-winning, all-in-one cybersecurity for home users with real-time threat protection, identity safeguards, and seamless multi-device coverage.

RU
32.28%
|
8.7M
|
5.0
Guardrails

Guardrails AI ensures safe and reliable AI applications by mitigating risks like toxic language, data leaks, and unauthorized financial advice.

US
14.60%
|
60.1K
|
5.0
GGWP

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.

GB
35.74%
|
15.3K
|
4.0
Lakera

Lakera is the ultimate AI security platform, offering real-time protection, low latency, and multilanguage support to keep your GenAI applications safe and compliant.

US
26.13%
|
259.1K
|
5.0
hCaptcha

hCaptcha Enterprise is a privacy-focused AI security platform that stops bots, fraud, and account takeover with zero PII and true global coverage.

US
23.52%
|
4.5M
|
5.0