AI Verify vs OneTrust AI Governance

AI Verify is an open-source toolkit for evaluating AI systems, with technical tests for fairness, explainability, and robustness in traditional machine-learning models. Users can run tests through a Portal or command line, upload results, complete process checklists, and produce standard or customized reports. AIVT 2.0 supports tabular and image data, taking a model file, preprocessing pipeline, or model API as input. Plugins can extend the toolkit; Veritas adds fairness and transparency tests around threshold trade-offs and explainability plots. The broader framework assesses responsible implementation against 11 AI-governance principles and maps to frameworks and standards including NIST AI RMF and ISO/IEC 42001. Project Moonshot is a separate tool for LLM applications, offering benchmark testing and red teaming. The Toolkit is available under the Apache 2.0 license, with web, API, Linux, and self-hosted platforms listed. AI Verify does not set ethical standards or promise that tested systems are free of risks or biases, or completely safe.

OneTrust AI Governance has no write-up on Specifiction yet; its figures are above.