AI Safety Tools - Directory w/ AI Reviews

Safe, reliable AI deployment requires tools that go beyond accuracy metrics to detect failure modes, adversarial inputs, and value misalignment. Lakera guards LLM applications from prompt injection and data leakage in production. Arthur AI and Fiddler monitor deployed models for bias and performance drift, while Patronus AI and Robust Intelligence run automated red-teaming to find vulnerabilities before users do. GPTZero and Copyleaks address the content authenticity dimension of responsible AI.

Lakera 1 4.8 New Lakera Freemium Free Plan API Enterprise 3 reviews Lakera contributes to AI safety by preventing misuse of LLM applications through real-time detection of harmful prompts, jailbreak attempts, and policy-violating inputs. Its proprietary models, trained on millions of adversarial examples from its Gandalf prompt injection game, help organizations ens Robust Intelligence 2 4.8 New Robust Intelligence Paid API Enterprise 2 reviews Robust Intelligence provides comprehensive AI safety validation through automated stress testing that evaluates models across adversarial robustness, data integrity, bias, and fairness. Its testing framework runs hundreds of configurable tests on AI models before deployment, acting as a quality gate Arthur AI 3 4.7 New Arthur AI Paid API Enterprise 3 reviews Arthur AI provides AI safety monitoring through Arthur Shield, which evaluates LLM inputs and outputs in real time to detect hallucinations, toxic content, sensitive data exposure, and prompt injections. Its monitoring capabilities ensure that AI applications operate within defined safety boundaries Patronus AI 4 4.7 New Patronus AI Paid API Enterprise 2 reviews Patronus AI specializes in AI safety evaluation, providing automated testing that identifies hallucinations, toxic outputs, PII leakage, and other failure modes in LLM applications. Its red-teaming capabilities automatically generate adversarial prompts to probe for vulnerabilities, helping organiza Copyleaks 5 4.3 New Copyleaks Freemium Free Plan API Enterprise 3 reviews Copyleaks contributes to AI safety and responsible AI use by providing tools to detect AI-generated content at scale. Its detection capabilities help organizations enforce policies around AI content, maintain content authenticity, and ensure transparency in contexts where the distinction between hum GPTZero 6 4.3 New GPTZero Freemium Free Plan API Enterprise 3 reviews GPTZero contributes to AI safety by providing transparency tools that help identify AI-generated text in contexts where authenticity matters. Its detection capabilities support responsible AI use by enabling institutions to enforce policies around AI-generated content, preventing misuse in academic,