All analysis was generated autonomously, without human review. Scores are analytical opinions drawn from the cited public sources, without hands-on testing. They are not audits, certifications, investment reports, purchasing advice, or evaluations of quality.
Holistic AI sells software to the compliance, legal, and security teams that clear enterprise AI before it launches, a job the vendor positions against the EU AI Act's documentation demands. The product discovers shadow AI, tests models for bias and attacks, and maps the results to the EU AI Act and ISO 42001. Its customer proof is concrete for the stage, naming Allegis, though that reference comes through the company's own pages rather than independent reporting. The compliance mapping encodes public regulation any rival can read, so the edge is the founders' regulatory standing more than owned technology. The capital picture stays partial: Mozilla Ventures is the named investor and no amount is disclosed in the cited record.
| Description | Holistic AI's governance platform lets enterprises discover, assess, and govern AI systems from shadow AI to agentic workflows, identifying risk and bias and enforcing regulatory compliance. | [f1] |
|---|---|---|
| Founded | 2020 | [f2] |
| HQ | San Francisco, United States | [f3] |
| Deployment | SaaS | [f4] |
| Product | What it does |
|---|---|
| Holistic AI | AI governance platform that discovers AI systems including shadow AI, audits models and LLMs for bias, robustness, and data leakage, and enforces regulatory compliance across the AI lifecycle. |
AI Defense Matrix
| Govern | Identify | Protect | Detect | Respond | Recover | |
|---|---|---|---|---|---|---|
| AI-Workload Platforms Inference servers, training platforms, vector DB platforms, and the model-loading supply chain. | ||||||
| AI Orchestration Tools Agentic orchestration tools, plus their plugins, skills, hooks, system prompts, scaffolding, harnesses, configuration settings, and MCP clients on user devices. | ||||||
| AI-Generated Code Code produced by AI tools, AI-assisted reviews, AI-generated infrastructure-as-code and tests, and vibe-coded apps that bypass CI/CD. | ||||||
| AI Gateways & Routers MCP proxies and gateways, LLM routers, outbound AI-service traffic, shadow AI egress, and model-registry traffic. | ||||||
| AI Model Model weights, fine-tuning checkpoints, model cards, registries, AIBOM, and the third-party LLMs your enterprise consumes. | ||||||
| Training Data Datasets used for training, fine-tuning, and continued learning. | ||||||
| Runtime AI Data User prompts, inference inputs, RAG content, vector DB content, persistent agent memory, and interaction history. | ||||||
| AI Agent Identities AI agents as non-human principals, plus credentials, keys, permission scopes, service accounts, and delegation chains across agents and tools. |
Holistic AI is an AI governance platform that discovers AI systems including shadow AI, audits models and LLMs for bias, robustness, and data leakage, and enforces regulatory compliance across the AI lifecycle. It is mapped to the AI Defense Matrix. [f5]
How well the company can compete in its security market, scored across eight dimensions against public evidence.
| Dimension | Score |
|---|---|
| Problem Clarity How precisely the company defines its problem, with evidence the problem exists at the scale claimed. | 4/5 |
| Capability Depth How specific the technical capabilities are, with evidence beyond marketing claims such as docs, demos, and third-party validation. | 3/5 |
| Market Timing Whether the market is ready for this product, with evidence that buyers are actively seeking solutions. | 4/5 |
| Team Credibility Demonstrated domain expertise with public signals such as prior exits, publications, and industry recognition. | 4/5 |
| GTM Proof Evidence of actual traction (customers, revenue signals, partnerships) beyond stated intentions. | 4/5 |
| Funding Efficiency Whether funding matches go-to-market ambition, with signs of capital-efficient growth. | 2/5 |
| Category Clarity Whether the company creates or fits a recognizable category that buyers can quickly place in their stack. | 4/5 |
| Incumbent Defensibility How vulnerable the core value proposition is to absorption as a feature by a platform vendor. | 3/5 |
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The reasoning for the scores, the strategy deep dive, the business risks, and more. AI access comes with the purchase, so your AI tools can read the full profile too. You keep 12 months of access.
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A closer look at the company's product strategy, measuring how defensible it is against market forces and examining the eight areas behind it.
reinforce or reposition
| Dimension | Score |
|---|---|
| Value Delivery Does the product sell software as the product, or judgment, trust, or accountability with software as the delivery mechanism. | 2/3 |
| Switching Cost How expensive leaving is for a customer: data portability, integrations, learned workflows, network effects, regulatory data residency. | 2/3 |
| Compliance Moat Whether certifications, liability acceptance, or audit trails block an easy replacement. | 1/3 |
| Problem Complexity Whether the product requires ML, optimization, real-time systems, or years of specialized expertise. | 2/3 |
| Buyer Profile Whether buyers are SMB operators, mid-market IT teams, or regulated enterprises and governments with procurement gates. | 3/3 |
| Layer Whether the product is an end-user application, a platform with application features, or infrastructure other applications depend on. | 2/3 |
| Proprietary Data, Content, or IP Whether the product accumulates datasets, content licenses, or IP that a rival cannot recreate from scratch. | 1/3 |
Unlock the Full Analysis
The reasoning for the scores, the strategy deep dive, the business risks, and more. AI access comes with the purchase, so your AI tools can read the full profile too. You keep 12 months of access.
One-time purchase: $20 per profile.
UnlockReading several? Unlock the entire catalog.
| Id | Source | Tier | Accessed |
|---|---|---|---|
| f1 | Holistic AI: An End-to-End AI Governance Platform | official | 2026-07-09 |
| f2 | AiThority interview with Adriano Koshiyama, co-founder and co-CEO of Holistic AI | research | 2026-06-14 |
| f3 | About Holistic AI | official | 2026-06-14 |
| f4 | AI Defense Matrix Catalog entry | other | 2026-06-09 |
| f5 | AI Defense Matrix Catalog mapping | other | 2026-06-23 |
| Id | Source | Tier | Accessed |
|---|---|---|---|
| s1 | Holistic AI homepage (The Enterprise AI Governance Platform) “Built-in frameworks for EU AI Act, NIST AI RMF, ISO 42001, and NYC Local Law 144 with automated control mapping and gap analysis” | official | 2026-06-13 |
| s2 | Holistic AI Governance Platform (end-to-end modules) “Discover, assess, and govern every AI system across your enterprise, from shadow AI to agentic workflows. Identify risk and bias, enforce regulatory compliance, and monitor continuously.” | official | 2026-06-13 |
| s3 | About Holistic AI | official | 2026-06-13 |
| s4 | Holistic AI Customer Success Stories (case study index) “Building Enterprise AI Trust and Compliance with Holistic AI” | official | 2026-06-13 |
| s5 | Holistic AI Allegis case study “How Allegis Group is managing AI risk and improving visibility across its organization with Holistic AI's Governance Platform.” | official | 2026-06-13 |
| s6 | The Holistic AI Blog (policy and research team posts) | official | 2026-06-13 |
| s7 | AiThority interview with Adriano Koshiyama, co-founder and co-CEO of Holistic AI “Adriano has published more than 70 papers in international conferences and journals and is responsible for the early research on AI auditing, assurance, and risk management. Adriano is an active advisory member on the AI Risks and Accountability group at the OECD AI / Global Partnership on AI.” | press | 2026-06-16 |
| s8 | FinSMEs on Holistic AI receiving investment from Mozilla Ventures “Holistic AI, a Palo Alto, CA-based provider of an AI governance platform, received an investment from Mozilla Ventures. The amount of the deal was not disclosed.” | press | 2026-06-13 |
| s9 | Mozilla Ventures announcement of its investment in Holistic AI “Today, Mozilla Ventures is announcing an investment in Holistic AI, a leading AI governance platform.” | press | 2026-06-13 |
| s10 | Dealroom funding note titled H (Formerly Holistic AI) Raises $220M Seed Round “Paris-based AI startup H, previously Holistic AI, has announced a $220 million seed round.” | other | 2026-06-13 |
| s11 | Holistic AI homepage footer attestation badges (SOC 2, ISO/IEC 27001) “Footer component certificationBadge1 Sensiba-ISO-IEC-27001_Digital.png and certificationBadge2 soc2-holisticai.png, showCertificationBadges true. Pixels read Sensiba ISO/IEC 27001 Certified and AICPA SOC 2 for Service Organizations.” | official | 2026-06-17 |
| Id | Source | Tier | Accessed |
|---|---|---|---|
| s1 | Holistic AI homepage (The Enterprise AI Governance Platform, identify protect enforce) “Discover every AI system, assess and monitor risk continuously, and enforce compliance across your entire AI portfolio. Run 40+ specialised tests covering bias, safety, security, and performance. Risk scores mapped directly to EU AI Act, NIST AI RMF, and ISO 42001 compliance requirements.” | official | 2026-06-17 |
| s2 | Holistic AI Governance Platform page (discover assess govern, shadow AI to agentic workflows) “Discover, assess, and govern every AI system across your enterprise, from shadow AI to agentic workflows. Identify risk and bias, enforce regulatory compliance, and monitor continuously. Audit-ready from day one.” | official | 2026-06-17 |
| s3 | About Holistic AI | official | 2026-06-17 |
| s4 | Holistic AI Allegis case study (Senior IT Leader testimonial on AI risk and visibility) “Holistic AI's Governance Platform provided Allegis Group a unified, scalable solution for managing AI risk and regulatory compliance. The enhanced visibility into the AI usage and impacts across our enterprise is helping us build trust. (Senior IT Leader, Allegis Group)” | official | 2026-06-17 |
| s5 | Holistic AI Customer Success Stories (Allegis, Wikimedia Foundation, MindBridge, Bryq case studies) “Holistic AI Customer Success Stories. Building Enterprise AI Trust and Compliance with Holistic AI. Allegis. Wikimedia Foundation. Third-Party Auditing of MindBridge AI Systems. Holistic AI and Bryq Join Forces for NYC Bias Audit Assessment.” | official | 2026-06-18 |
| s6 | AiThority interview with Adriano Koshiyama: Holistic AI co-CEO, OECD AI Risks and Accountability advisor and EU AI Act GPAI Code of Practice contributor “Adriano has published more than 70 papers and is responsible for the early research on AI auditing, assurance, and risk management. He spent time at Goldman Sachs AI Labs and the Alan Turing Institute, advises the OECD AI Risks and Accountability group, and sits on the EU AI Act Code of Practice.” | press | 2026-06-18 |
| s7 | Mozilla Ventures announcement of its investment in Holistic AI (Emre Kazim co-CEO quote) “Mozilla Ventures is announcing an investment in Holistic AI, a leading AI governance platform. Holistic AI empowers enterprises like Fortune 500 corporations, SMEs, governments, and regulators. It provides end-to-end solutions for AI Governance, including AI trust, risk, security, and compliance.” | press | 2026-06-18 |
| s8 | FinSMEs on Holistic AI receiving investment from Mozilla Ventures “Holistic AI, a Palo Alto, CA-based provider of an AI governance platform, received an investment from Mozilla Ventures. The amount of the deal was not disclosed.” | press | 2026-06-17 |
| s9 | Holistic AI homepage footer attestation badges (SOC 2, ISO/IEC 27001) “Footer badge images Sensiba-ISO-IEC-27001_Digital.png and soc2-holisticai.png. Pixels read Sensiba ISO/IEC 27001 Certified and AICPA SOC 2 for Service Organizations.” | official | 2026-06-17 |
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