Giskard
Giskard provides an open-source AI testing platform that automates red teaming and vulnerability scanning for LLMs and AI agents, ensuring model quality, security, and compliance through continuous CI/CD integration.
- 4.9
- Average rating
- 13
- Mapped reviews
- 100%
- Profile coverage
Company & commercials
- Primary category
- AI Ethics & Governance
- Team size
- 10-25 employees
- Typical budget
- $25K - $75K
- Primary industry
- Automotive & Mobility
A clear view of what Giskard does best.
Structured from supplied company information and mapped to RankGlobal's controlled AI and industry taxonomy.
Giskard provides an open-source AI testing platform that automates red teaming and vulnerability scanning for LLMs and AI agents, ensuring model quality, security, and compliance through continuous CI/CD integration. RankGlobal maps its primary capability to AI Evaluation & Testing within AI Ethics & Governance, with supporting relevance to AI Safety & Guardrails, AI Security & Red Teaming. Its strongest supplied industry signals align with Automotive Manufacturing, HealthTech Platforms, FinTech Platforms.
See how this profile was mapped →Platforms, methods and technical signals
Tools and platforms named in Giskard's supplied company profile.
Named expertise on file
- Automated AI Testing
Ensuring software quality through comprehensive automated and manual testing frameworks.
Quality AssuranceAutomated TestingPerformance Testing - Hallucination Detection
Automatically identifying and neutralizing toxic, biased, or restricted content before it reaches the user.
Content ModerationTrust and SafetyGuardrails - AI Vulnerability Scanning
Implementing AI-driven scanning to identify misconfigurations and threats across cloud environments.
Cloud SecurityCSPMAutomated Defense
Mapped Evidence Report
A decision-support view of Giskard, built from mapped taxonomy signals, evidence confidence, commercial profile and reviews.
AI Ethics & Governance among 324 published providers
Imported mapping confidence for each category — not a share of work, revenue, or delivery volume.
Share of mapped industry rows on the taxonomy map — not share of work or revenue.
Imported mapping grades across 23 taxonomy mappings — not a search ranking.
What the mapped signals say
Giskard presents as a strong evidence profile for AI Ethics & Governance. It ranks in the 60th percentile of 324 published providers in AI Ethics & Governance, and 13 reviews back the commercial profile.
Evidence-led AI expertise.
Capabilities are listed with their mapping grade (Direct, Supported, Related, or Adjacent).
Featured 12 of 20 capabilities, ranked by mapping grade then confidence.
coreExpertise, description
description
Where this expertise is most relevant.
Industry mappings are organized by evidence strength so buyers can distinguish demonstrated alignment from broader search relevance.
What clients say.
Reviews and ratings published for this provider.
“Giskard has become a cornerstone in our LLM evaluation pipeline providing enterprise-grade tools for hallucination detection, factuality checks, and robustness testing.”
“We use Giskard to test the AI assistant and supervise what it does. This helps prevent what we saw at other companies, where the AI provided guidance to customers that put them in a very very bad position.”
“Giskard has streamlined our entire testing process thanks to their solution that makes AI model testing truly effortless.”
“Boosts collaboration between DS and business experts. Testing is now inclusive.”
“Automated vulnerability scanning for LLMs is brilliant. It catches drift early.”
“In 30 minutes, I got 70 points of feedback on my model. Speed is unmatched.”
“Open-source core with enterprise features. Great for teams who value flexibility.”
“The interactive inspection feature is a favorite. It surfaces data quality issues fast.”
“Great value for an ethical AI tool. It makes model validation standardized.”
10 mapped reviews · 13 published quotes
Showing 9 of 13, ranked by display order then recency.
Ratings aggregate 13 reviews at the average shown above.
How RankGlobal maps this profile.
RankGlobal maps this profile against a controlled taxonomy. Mapping grades on capability and industry cards describe how the profile is classified. Source strength for ranking decisions follows the hierarchy published on Research— a mapping grade is not a claim of discoverability weight.
Direct, Supported, Related and Adjacent appear on mapped cards as classification grades. They do not rank how discoverable a provider should be.
RankGlobal trust center →Move from discovery to a focused conversation.
Your enquiry goes to the RankGlobal research team, not the provider's sales inbox. Sending it does not affect their ranking.
What RankGlobal holds on file for Giskard, and the three things worth confirming directly once you're in touch.
- Primary category
- AI Ethics & Governance
- Primary industry
- Automotive & Mobility
- Typical budget
- $25K - $75K
- Team size
- 10-25 employees
- 1Name the use case
Say which AI Ethics & Governance problem you are evaluating, so the research team can route your message accurately.
- 2Pressure-test the budget band
The $25K - $75K band on file is a profile-level figure. Ask what a scope like yours actually lands at.
- 3Ask for a reference
Request a client reference in Automotive & Mobility — the strongest industry signal on this profile.
Three fields. Anything longer belongs on the full contact page, linked below.
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