Holistic AI
Holistic AI Ltd.
End-to-end AI governance built on UCL-grounded research.
Last verified April 21, 2026About Holistic AI
Holistic AI is an enterprise AI governance platform founded in 2020 and spun out of University College London by Dr. Adriano Koshiyama and Dr. Emre Kazim. Headquartered in London with a US presence, Holistic AI provides model discovery, risk assessment, bias and robustness testing, and continuous monitoring across an organization's AI portfolio — including agents, LLMs, and classic ML. The company has built a strong research footprint in algorithmic auditing.
Framework coverage
Coverage claims documented by Holistic AI on their own materials. Chip shading reflects the strength of the claim, not an independent audit.
EU · in force
US · voluntary
Global · voluntary
US · in force
UK · voluntary
Capabilities
Features Holistic AI markets publicly. Inclusion means the capability is documented — not that it's best-in-class.
AI Model Inventory
Centralized registry of all AI/ML models in use across the organization, with ownership, lifecycle stage, and risk classification.
Policy Management
Authoring, versioning, and distribution of AI usage policies mapped to regulations.
Risk Assessment Workflow
Guided workflows for completing AI impact assessments, risk scoring, and approval routing.
Bias & Fairness Testing
Automated statistical testing for disparate impact across protected attributes, with audit-ready reports.
Explainability
SHAP, LIME, counterfactual, and feature-importance explanations for model decisions.
Model Monitoring
Production monitoring for performance, drift, data quality, and fairness regressions.
LLM Red Teaming
Automated adversarial testing of LLMs for jailbreaks, prompt injection, and unsafe outputs.
Audit Evidence Collection
Automated collection, hashing, and retention of evidence (model cards, test results, approvals) for audit.
Regulatory Intelligence
Ongoing tracking of AI laws, standards, and enforcement, mapped to your model inventory.
Integrations
Documented by Holistic AI in public product materials.
- AWS SageMaker
- Azure ML
- Google Vertex AI
- Databricks
- Snowflake
- MLflow
- GitHub
- OpenAI API
- Anthropic API
- ServiceNow
Pricing
Enterprise-only with modular pricing by use case.
Pros and cons
Pros
- Strong academic/research foundation — UCL spin-out
- One of the broadest bias and robustness testing libraries in the market
- Active contributor to ISO/IEC and IEEE AI standards
Cons
- US presence still maturing relative to UK footprint
- Less polished GRC/evidence workflow than North American peers
- Not self-serve
Alternatives to Holistic AI
Frequently asked
Is Holistic AI the same as the French company "H"?+
No. The company rebranded as "H Company" focuses on foundation models and is a separate entity. The AI governance platform remains Holistic AI Ltd., headquartered in London.
What jurisdictions does Holistic AI cover best?+
Holistic AI has particularly deep coverage of EU AI Act, UK AI framework, and the NIST AI RMF. Their NYC LL 144 bias audit offering is widely used.
Sources
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