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AI Verify

No phone app

6.4No. 23 of 53
in AI Governance Software
  • Recognised40% of the score43
  • Phone app26% of the score0
  • Documented20% of the score100
  • Free plan14% of the score30
Free plan
No
Runs on
api, Linux, self-hosted, Web
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Summary

AI Verify is an open-source toolkit for testing AI-system performance, with more than eight technical tests covering fairness, explainability and robustness. Its framework assesses responsible implementation against 11 AI-governance principles, including transparency, safety, security, data governance and accountability. Users can run tests through a Portal or command line, upload results, complete process checklists and create standard or customized reports. AIVT 2.0 accepts tabular and image data, using a model file, preprocessing pipeline or model API as input. Plugins can extend the toolkit; its Veritas integration adds threshold trade-off tests for fairness and transparency, plus explainability plots. The framework maps to references including NIST AI RMF, the NIST Generative AI Profile, the Hiroshima Process Code of Conduct and ISO/IEC 42001. The Toolkit focuses on traditional machine-learning models; Project Moonshot separately assesses LLM applications through benchmarking and red teaming. AI Verify is available under the Apache 2.0 license. It does not set ethical standards or guarantee that a tested system is safe or free of risks or bias.

Who it is for

The toolkit is built for data-science and compliance users, and supports both self-assessment and third-party testing. AI owners, developers, researchers, service providers and companies integrating it into their systems are also listed as potential users.

What is good

  • Provides tests for fairness, explainability and robustness.
  • Supports tabular and image data.
  • Offers Portal and command-line testing.
  • Reports can be customized.
  • Apache 2.0 license permits open-source use.

What to know first

  • Does not define AI ethical standards.
  • Does not guarantee systems are risk-free or unbiased.
  • Toolkit tests traditional AI; Moonshot covers LLM applications.

Verdict

AI Verify offers an extensible, open-source way to test traditional AI models and report results against a broader governance framework. Its tests do not establish ethical standards or certify that systems are safe.

Compared on AI governance software

Free plan
Yesaiverifyfoundation.sg
AI system inventory
Noaiverifyfoundation.sg
Risk assessments
Yesaiverifyfoundation.sg
Policy and controls
Yesaiverifyfoundation.sg
Compliance frameworks
AI Verify Testing Framework; NIST AI RMF; NIST AI RMF Generative AI Profile; Hiroshima Process Code of Conduct; ISO/IEC 42001aiverifyfoundation.sg
Deployment options
on-premisesaiverifyfoundation.sg
Listed integrations
Veritasaiverifyfoundation.sg

Facts

Purpose
AI Verify is an open-source, extensible toolkit that validates AI-system performance.aiverify-foundation.github.io · 1 Oct 2026
Testing coverage
The toolkit provides more than eight technical tests for fairness, explainability and robustness.aiverify-foundation.github.io · 1 Oct 2026
Users
It is built for data-science and compliance users, and supports both third-party testing and self-assessment.aiverify-foundation.github.io · 1 Oct 2026
Framework principles
The framework contains 11 AI-ethics principles, including transparency, explainability, safety, security, robustness, fairness, data governance and accountability.aiverifyfoundation.sg · 1 Oct 2026
International alignment
The framework is aligned with internationally recognised principles and frameworks from the EU, OECD and Singapore.aiverifyfoundation.sg · 1 Oct 2026
Portal and CLI
Users can run tests through the Portal or command line, upload results, complete process checklists and generate reports.aiverify-foundation.github.io · 1 Oct 2026
Data support
AIVT 2.0 currently supports tabular and image data types and can use a model file, preprocessing pipeline or model API as input.aiverify-foundation.github.io · 1 Oct 2026
Extensibility
The toolkit supports plugins built by the AI Verify Foundation or third parties.aiverify-foundation.github.io · 1 Oct 2026
Veritas integration
Veritas integration adds fairness and transparency tests for threshold trade-offs plus explainability plots.aiverify-foundation.github.io · 1 Oct 2026
Reporting
AI Verify includes standard report templates that predefine report layouts, technical tests and process checks, while also allowing customized reports.aiverify-foundation.github.io · 1 Oct 2026
License
The toolkit is open-sourced under the Apache 2.0 permissive license.aiverifyfoundation.sg · 1 Oct 2026
Security
The Foundation says electronic storage and transmission of personal data are secured with appropriate security technologies.aiverifyfoundation.sg · 1 Oct 2026
Scope limit
Project Moonshot tests LLM-based applications, while the AI Verify Testing Toolkit tests traditional AI applications for fairness, explainability and robustness.aiverifyfoundation.sg · 1 Oct 2026
Foundation status
AI Verify Foundation is a not-for-profit, wholly owned subsidiary of Singapore’s Infocomm Media Development Authority.aiverifyfoundation.sg · 1 Oct 2026
Framework coverage
The framework assesses responsible implementation against 11 internationally recognised AI-governance principles and covers traditional and generative AI.aiverifyfoundation.sg · 2 Oct 2026
Standards alignment
The framework is mapped to NIST AI RMF, NIST AI RMF Generative AI Profile, Hiroshima Process Code of Conduct and ISO/IEC 42001.aiverifyfoundation.sg · 2 Oct 2026
Traditional AI tests
The Toolkit provides technical tests for fairness, explainability and robustness of traditional machine-learning models.aiverifyfoundation.sg · 2 Oct 2026
Reports
The Toolkit creates customised reports and can combine independent developer and compliance-team work into a full report.aiverifyfoundation.sg · 2 Oct 2026
Open source
The Toolkit is open-sourced under the permissive Apache 2.0 license.aiverifyfoundation.sg · 2 Oct 2026
Who can use it
Anyone can use the AI Verify Testing Framework and Toolkit, including AI owners, developers, researchers, service providers and companies integrating it into their systems.aiverifyfoundation.sg · 2 Oct 2026
Integration
Veritas was integrated into AI Verify to help financial institutions meet common safety-baseline and financial-testing requirements from MAS.aiverifyfoundation.sg · 2 Oct 2026
Generative AI tool
Project Moonshot assesses LLM applications through benchmark testing and red teaming and implements benchmarks recommended in IMDA's Starter Kit.aiverifyfoundation.sg · 2 Oct 2026
Moonshot interfaces
Project Moonshot offers a Web UI, interactive CLI, library APIs and Web APIs for MLOps integration.github.com · 2 Oct 2026
Limitation
AI Verify does not define AI ethical standards and does not guarantee that tested systems are free from risks or biases or completely safe.github.com · 2 Oct 2026
Support
Users are directed to GitHub discussions, the issue tracker, documentation and the Foundation contact page for assistance.github.com · 2 Oct 2026

Company

Founded
2022aiverifyfoundation.sg · 28 Sept 2026
Headquarters
Singaporeaiverifyfoundation.sg · 28 Sept 2026

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