Giskard
UnclaimedProactive AI red teaming and LLM security platform to prevent vulnerabilities in production.
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TL;DR - Giskard
- Proactively tests AI agents for security vulnerabilities and quality issues.
- Provides continuous red teaming and LLM evaluation with automated test generation.
- Unifies testing across business, engineering, and security teams with collaborative dashboards.
Pricing: Free plan available
Best for: Growing teams
Pros & Cons
Pros
- Detects a wide range of AI vulnerabilities, including security and quality issues.
- Offers proactive testing before deployment and continuous monitoring post-deployment.
- Facilitates collaboration between technical and non-technical teams.
- Provides robust data security and compliance features for regulated industries.
- Automatically generates and enriches test datasets to prevent regressions.
Cons
- Primarily supports conversational AI agents in text-to-text mode, limiting applicability for other AI types.
- Pricing details for the Giskard Hub (enterprise tier) are not publicly available.
- Requires an API endpoint for the AI agent to be accessible for testing.
Key Features
Continuous red teaming engineAutomated vulnerability detection (security and quality)Dynamic and multi-turn attack generationContext-aware attack generation using internal business dataIntegration with external threat databases (e.g., OWASP)Human-in-the-Loop dashboards for collaborative test reviewAutomated conversion of vulnerabilities into reproducible test suitesPython SDK for programmatic test execution
Pricing
Freemium
Giskard offers a generous free tier with optional paid upgrades for advanced features.
About Giskard
By Toolradar Team·
Giskard is an AI red teaming and LLM security platform designed to test AI agents for vulnerabilities before and after deployment. It helps organizations catch issues like sycophancy attacks, prompt injections, data disclosures, and inappropriate content generation, which can pose significant risks to data and reputation. The platform also addresses quality issues such as inappropriate denials, contradictions, hallucinations, and omissions that can lead to poor user experiences.
Giskard is built for business, engineering, and security teams to unify testing efforts. It provides continuous testing capabilities, automatically generating sophisticated attack scenarios and converting discovered vulnerabilities into permanent test suites to prevent regressions. The platform supports conversational AI agents in text-to-text mode and operates as a black-box testing tool, requiring only an API endpoint for integration. It offers robust security features including data residency, granular access controls, and compliance with GDPR, SOC 2 Type II, and HIPAA, making it suitable for regulated industries.
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Giskard FAQ
How does Giskard differentiate its vulnerability detection from standard AI security tools?
Giskard's red teaming engine operates beyond the network layer, specifically targeting domain-specific hallucinations and over-zealous moderation that standard tools miss. It uses dynamic, multi-turn, and context-aware attacks, leveraging internal business context and external threat databases to generate highly specific test scenarios, ensuring comprehensive coverage of both security and quality vulnerabilities.
Can Giskard be deployed in on-premise environments for sensitive applications?
Yes, Giskard Hub can be installed in on-premise environments. This option is available for mission-critical workloads in sectors like public service or defense, where data cannot leave the local environment. Technical consulting support is provided by the Giskard engineering team for such installations.
What is the primary distinction between Giskard Hub (enterprise) and Giskard Open-Source?
Giskard Hub (enterprise tier) offers advanced features like automated vulnerability detection, proactive monitoring, and accessibility for business stakeholders through collaborative red-teaming playgrounds and annotation tools. While Giskard Open-Source provides a solo-tier solution, the Hub is designed for enterprise-grade needs with more extensive capabilities for continuous testing and team collaboration. A detailed feature comparison is available in their documentation.
How does Giskard ensure that business experts can contribute to the testing process?
Giskard provides an intuitive UI and collaborative Human-in-the-Loop dashboards that allow business experts, such as domain specialists and product managers, to review, customize, and approve tests. They can add policies, establish ground truths, qualify failures with tags, and collaborate on test cases, effectively transforming business knowledge into actionable tests.
Does Giskard offer assistance in mitigating vulnerabilities after they are detected?
Yes, Giskard offers technical consulting support from its AI security team to help mitigate vulnerabilities found in AI agents. This service is available to Giskard Hub subscribers and includes assistance in designing and implementing effective guardrails in production environments.
Source: giskard.ai