1. [Home](https://www.g2.com/) 2. ... 3. [AI Governance Tools](https://www.g2.com/categories/ai-governance-tools) 4. [Holistic AI Discussions](https://www.g2.com/products/holistic-ai/discuss) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_89e234d47d2e7b4c58d9c316213fc194/holistic-ai.png "Product Avatar Image") ](/products/holistic-ai/reviews) [ Holistic AI ](/products/holistic-ai/reviews) 0 ratings Holistic AI is the leading enterprise AI governance platform, giving organizations complete visibility and control over every AI system they build, buy, or deploy. Most enterprises don't know what AI is running across their organization, what risks it carries, or whether it complies with emerging regulations. Holistic AI closes that gap automatically — discovering shadow AI, testing models and agents for bias and security risks, enforcing governance policies, and generating audit-ready compliance evidence for legal, risk, and executive teams. The platform governs the full AI lifecycle across generative AI, LLMs, AI agents, and traditional machine learning systems. Organizations use Holistic AI to continuously monitor AI behavior, manage AI risk, operationalize Responsible AI programs, and align with frameworks including the EU AI Act, NIST AI RMF, and ISO 42001. Holistic AI helps enterprises: - Discover and inventory AI systems across cloud, code, data, and vendor environments - Detect shadow AI and unauthorized AI usage - Test AI systems for hallucinations, bias, jailbreaks, adversarial vulnerabilities, privacy risks, and model drift - Enforce governance policies and runtime guardrails - Generate audit-ready reporting and compliance documentation - Scale AI governance programs across thousands of models and use cases The result: governance becomes operational infrastructure, not a bottleneck. Projects that previously sat blocked for months can move through governance and approval workflows in days. Holistic AI has helped organizations govern and mitigate risk across: - 1,000+ AI use cases - 5,000+ AI risk mitigations deployed - 50,000+ LLM and ML endpoints covered “With Holistic AI, we've ensured compliance for over 200 AI use cases, mitigating risks in 50% of them. Governance has enabled us to scale responsibly, boosting trust across the board.” — Sam Dover, Global AI Strategy Lead, Unilever Holistic AI has been recognized by Gartner (Cool Vendor in AI Security), IDC (ProductScape for Generative AI Governance), and CB Insights (AI 100 Winner). Founded in 2020 at University College London by Dr. Adriano Koshiyama and Dr. Emre Kazim. Headquartered in Palo Alto, CA and London, UK. Show More When users leave Holistic AI reviews, G2 also collects common questions about the day-to-day use of Holistic AI. These questions are then answered by our community of 850k professionals. Submit your question below and join in on the G2 Discussion. * * * ### 0.0 Nps Score ### All Holistic AI Discussions Search Most CommentedMost HelpfulCommon QuestionsNewest All DiscussionsDiscussions with CommentsCommon QuestionsDiscussions without Comments FilterFilter Filter byExpand/Collapse Sort by Most Commented Most Helpful Common Questions Newest Filter by All Discussions Discussions with Comments Common Questions Discussions without Comments Sorry... There are no questions about Holistic AI yet. ## Start a New Software Discussion Have a software question? Get answers from real users and experts [Start A Discussion](/products/holistic-ai/discussions/new) * * * ![Product Avatar Image](https://images.g2crowd.com/uploads/product/hd_favicon/6bac7890e963663497e1ab34194fa844/holistic-ai.svg "Product Avatar Image") ### Have you used Holistic AI before? Answer a few questions to help the Holistic AI community [ Yes ](javascript:void(0))[ Yes ](https://www.g2.com/login?context=product_review&return_to=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fholistic-ai%2Fdiscuss%3Fsmall_ask%3Dholistic-ai) No