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Giskard

giskard.ai

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Spec score 8.7 #3 of 27 in AI Red Teaming Tools

What it is

Giskard provides tools for assessing AI agents before production, with coverage for prompt injection, data disclosure, inappropriate content, hallucinations, contradictions, and omissions. Its Hub performs black-box testing of conversational text-to-text agents available through an API endpoint. An assessment produces a structured report with a deploy-or-fix verdict, ranked vulnerabilities, and functional scenarios; passing agents receive a Giskard Label. Giskard describes a remediation process in which its team qualifies findings, discusses severity, prioritizes issues, opens workflow tickets, and reruns tests to check fixes. Enterprise evaluation options include adversarial probes, domain-specific datasets, RAG quality metrics, customizable metrics, and human review interfaces. Deployment choices include on-premise, private cloud, and SaaS. Giskard lists EU or US data residency, access controls, audit trails, identity-provider integration, encryption, and a zero-training policy, alongside GDPR, SOC 2 Type II, and HIPAA compliance. The free plan includes a local open-source library, basic vulnerability scanning and RAG evaluation, community support, and best-effort maintenance.

Spec sheet

What it does
Giskard tests AI agents for security vulnerabilities, quality failures and compliance risks before and after deployment.Read 21 Oct 2026 · giskard.ai
Purpose
Giskard describes its platform as a way to find vulnerabilities in AI agents before they reach production.Read 3 Oct 2026 · giskard.ai
Deployment
The Enterprise plan lists on-premise, private cloud, and SaaS deployment options, and the FAQ says its team can help install Hub on-premise for sensitive workloads.Read 3 Oct 2026 · giskard.ai
Integrations
The earlier product description lists compatibility with Hugging Face, MLflow, Weights & Biases, PyTorch, TensorFlow and LangChain.Read 21 Oct 2026 · producthunt.com
Security
Giskard states that it offers EU or US data residency and isolation, role-based access controls, audit trails, identity-provider integration, and a zero-training policy.Read 3 Oct 2026 · giskard.ai
Compliance
The site states end-to-end encryption at rest and in transit and lists GDPR, SOC 2 Type II, and HIPAA compliance.Read 3 Oct 2026 · giskard.ai
Support
The Free plan includes community support and best-effort maintenance; the Enterprise plan lists dedicated support with SLAs and optional technical onboarding and consulting.Read 3 Oct 2026 · giskard.ai
License
The public giskard-oss repository is marked Apache-2.0 licensed.Read 21 Oct 2026 · github.com
Headquarters
EuropeRead 28 Sep 2026 · giskard.ai
Founded
2021Read 28 Sep 2026 · giskard.ai
Company
Giskard says it was founded in Europe in 2021 by co-founders with experience building AI systems at Dataiku and Thales.Read 3 Oct 2026 · giskard.ai
API and SDK
Giskard publishes an official Python SDK for the Giskard Hub API in its public GitHub organization.Read 21 Oct 2026 · github.com
Assessment report
After an assessment, Giskard provides a structured report with a deploy-or-fix verdict, ranked vulnerabilities, functional scenarios, and a Giskard Label if the agent passes.Read 3 Oct 2026 · giskard.ai
Behavioral checks
The Python library provides pytest-native scenarios and checks that can be written in Python or natural-language rules judged by an LLM.Read 21 Oct 2026 · docs.giskard.ai
Black-box operation
The Hub tests an agent without requiring knowledge of its internal components or access to end-user production data.Read 21 Oct 2026 · giskard.ai
Collaboration
Hub includes shared workspaces, annotation workflows, role-based access control, dataset versioning and configurable alerting.Read 21 Oct 2026 · docs.giskard.ai
Company founding
LinkedIn lists the company as founded in 2021 and headquartered in Paris.Read 21 Oct 2026 · linkedin.com
Company size
LinkedIn lists Giskard as privately held with 11–50 employees.Read 21 Oct 2026 · linkedin.com
Custom evaluations
Professional includes domain-specific dataset generation, fine-grained RAG metrics, customizable checks and interoperability with other evaluation platforms.Read 21 Oct 2026 · giskard.ai
Documentation depth
Documentation includes installation, checks, scans, API references, migration guidance, examples, a glossary and community Discord support.Read 21 Oct 2026 · docs.giskard.ai
Enterprise probes
The Professional offering lists more than 50 automated adversarial probes, including multi-turn attacks.Read 21 Oct 2026 · giskard.ai
Enterprise security controls
The Enterprise plan lists SSO, role-based access controls, versioning with audit trails, and scheduled email alerts.Read 3 Oct 2026 · giskard.ai
Evaluation features
The Enterprise plan lists domain-specific evaluation dataset generation, fine-grained RAG quality metrics, customizable metrics, and human-in-the-loop review interfaces.Read 3 Oct 2026 · giskard.ai
Funding
Giskard says it raised a €1.5 million 2022 round led by Elaia with Bessemer and angel participation, followed by a €3 million European Commission investment in 2023.Read 21 Oct 2026 · giskard.ai
Hub coverage
Giskard Hub supports text-processing agents including RAG chatbots and JSON-based agent workflows through an API endpoint.Read 21 Oct 2026 · giskard.ai
Human review
Professional provides collaborative human-in-the-loop review interfaces for evaluation results.Read 21 Oct 2026 · giskard.ai
Limit: beta status
The April 2, 2026 v3 announcement labels the rewritten OSS library pre-release beta and says its APIs are still being refined.Read 21 Oct 2026 · giskard.ai
Limit: breaking migration
The v3 rewrite is incompatible with v2; tabular-model workflows and old scan APIs require migration or continued v2 use.Read 21 Oct 2026 · github.com
Limit: customization
The same Product Hunt reviewer says additional customization options would improve the product.Read 21 Oct 2026 · producthunt.com
Limit: scan certainty
Giskard warns that an LLM judge can be wrong and that a clean OSS scan is not an exhaustive security assessment.Read 21 Oct 2026 · docs.giskard.ai
Microsoft Marketplace listing
Microsoft Marketplace describes Giskard Hub as continuous red teaming plus evaluation runs designed to prevent security and business-compliance failures.Read 21 Oct 2026 · marketplace.microsoft.com
Multi-turn testing
A scenario is an ordered sequence of interactions with checks attached to individual turns, allowing multi-turn agent behavior to be tested.Read 21 Oct 2026 · giskard.ai
News: Hub 3.0
Hub 3.0, released September 1, 2026, expanded testing to any JSON-speaking agent, multi-turn scenarios and 21 built-in checks.Read 21 Oct 2026 · docs.giskard.ai
News: v3 release
Giskard announced its rebuilt agent evaluation and red-teaming OSS v3 on April 2, 2026.Read 21 Oct 2026 · giskard.ai
Open-source library
Giskard's open-source Python library runs behavioral tests under pytest and includes vulnerability and RAG quality scans; its documentation says tabular classification and regression models have no v3 equivalent.Read 3 Oct 2026 · docs.giskard.ai
Praise: collaboration
Gartner reviewers praise interactive inspection, company-wide collaboration and incorporating business knowledge into models.Read 21 Oct 2026 · gartner.com
Praise: usability
A Product Hunt reviewer highlights intuitive use, strong functionality and handling complex tasks efficiently.Read 21 Oct 2026 · producthunt.com
Provider SDKs
The OSS package has first-party extras for OpenAI, Google, Anthropic and Azure, with LiteLLM available for other providers.Read 21 Oct 2026 · docs.giskard.ai
RAG quality scanning
The quality_scan compares agent answers with a supplied knowledge base to identify invented or unsupported answers.Read 21 Oct 2026 · docs.giskard.ai
Rating on G2
0.0 out of 5 from 0 reviewsRead 21 Oct 2026 · g2.com
Rating on Gartner Peer Insights
5.0 out of 5 from 3 reviewsRead 21 Oct 2026 · gartner.com
Rating on Product Hunt
5.0 out of 5 from 2 reviewsRead 21 Oct 2026 · producthunt.com
Red-team scanning
The Enterprise plan includes 50+ automated adversarial probes, including multi-turn attacks, and says techniques are regularly updated.Read 3 Oct 2026 · giskard.ai
Remediation
Giskard says its team qualifies findings, discusses severity, prioritizes issues, opens tickets in the customer's workflow, and reruns tests to confirm fixes.Read 3 Oct 2026 · giskard.ai
Security claims
Giskard states that its enterprise service provides encryption in transit and at rest, EU or US data residency, a zero-training policy, GDPR, SOC 2 Type II and HIPAA compliance.Read 21 Oct 2026 · giskard.ai
Self-hosting
The paid offering supports on-premise, private-cloud and SaaS deployment options.Read 21 Oct 2026 · giskard.ai
Supported agents
The Hub supports conversational text-to-text agents that are accessible through an API endpoint, and the site describes it as a black-box testing tool.Read 3 Oct 2026 · giskard.ai
System requirement
The current OSS scan documentation requires Python 3.12 or newer and an LLM provider API key.Read 21 Oct 2026 · docs.giskard.ai
Test coverage
The site lists prompt injection, data disclosure, inappropriate content, hallucinations, contradictions, and omissions among the issues it addresses.Read 3 Oct 2026 · giskard.ai
Trust Center
The Trust Center lists GDPR and a SOC 2 Type 2 report, with HIPAA shown as in progress.Read 21 Oct 2026 · trust.giskard.ai
Vulnerability scanning
The open-source vulnerability_scan generates hostile scenarios such as prompt injection, jailbreak and harmful-content attacks.Read 21 Oct 2026 · docs.giskard.ai

Plans and prices

Free Free Open-source library · Local deployment · Basic LLM vulnerability scan using adversarial techniques from 2024 · Basic RAG evaluation report using correctness metrics · Best-effort maintenance · Community support Read 3 Oct 2026 · giskard.ai
Open-source Free Local Python deployment · 7 security-risk categories · 5 quality-generation scenarios · code-only reporting · best-effort maintenance · community support Read 21 Oct 2026 · giskard.ai
Enterprise Priced on request For production LLM deployments · AI agent security red-teaming · AI agent quality evaluation · Integrations and collaboration · Hybrid deployment options · Dedicated support with SLAs Read 3 Oct 2026 · giskard.ai
Professional Priced on request Agent auditing · 50+ adversarial probes · customizable evaluations · human review · SSO/RBAC · CI/CD SDK · on-premise/private-cloud/SaaS · SOC2/HIPAA/GDPR · SLA support Read 21 Oct 2026 · giskard.ai

Every Giskard plan and price →

Strong points and limits

Strong points

  • Scans for prompt injection and data disclosure
  • Produces ranked findings and deploy-or-fix verdicts
  • Free plan includes local deployment
  • Enterprise offers on-premise, private cloud, and SaaS
  • Human review interfaces are listed

Limits

  • Hub supports only conversational text-to-text agents via API
  • Free maintenance is best-effort
  • Free vulnerability scan uses 2024 adversarial techniques

Who it suits

Giskard suits teams evaluating conversational AI agents for security and quality issues before production. Enterprise deployment and review options may suit teams with specific deployment or oversight needs.

Verdict

Giskard covers a defined set of AI-agent risks and pairs reports with a remediation workflow. The free plan is limited to basic scans, while broader evaluation and deployment choices are listed for Enterprise.

Where Specifiction places it

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