Holistic AI

Holistic AI is an enterprise AI governance platform for overseeing models, applications, agents, and third-party AI use. It combines discovery, risk assessment, testing, and governance workflows. Teams can maintain an inventory and follow evidence, approvals, and changes across the AI lifecycle.

Key Highlights

• AI discovery and a central inventory of systems and related assets
• Qualitative assessments and automated risk tests
• Agent Graph for analyzing connected agentic systems
• Policy controls, mitigation tasks, and approval workflows
• Audit trails, version history, and reporting

What Makes It Different

Holistic AI organizes its platform around Identify, Protect, and Enforce. Inventory records connect to assessments and operational controls, helping teams review a system as it changes rather than relying on one questionnaire at launch.

Its Guardian capabilities distinguish monitoring from intervention. Sentinel Agents watch production behavior, while Operative Agents can enforce action boundaries inline through the HAI Guardian SDK.

Features & Capabilities

Read-only connectors discover AI components across cloud services, code repositories, and data platforms. Teams can classify systems, map dependencies, assign ownership, and generate documentation for different stakeholders. Custom connectors, APIs, SDKs, and webhooks support additional integration paths.

Assessments cover risks such as bias, privacy, security, and robustness. Governance workflows link framework mappings, controls, mitigation work, and sign-offs to the inventory. Guardian controls can monitor prompt risks or intervene on tool calling, access, and spending according to defined policies. Their behavior depends on the configured deployment and thresholds.

User Ratings and Testimonials

The vendor presents customer and analyst recognition alongside its governance offering. These signals are different from proof that a particular deployment satisfies every requirement. For evaluation, follow one AI system from discovery through assessment, remediation, approval, and the resulting evidence trail.

Pricing & Value

Contact Holistic AI to discuss pricing, available capabilities, and implementation requirements. Request a commercial proposal covering the discovery coverage, risk-testing capabilities, integrations, and governance workflows you need.

Compare the oversight and runtime capabilities included in your proposal. Framework mappings organize assessments and evidence, while the organization's reviewers decide which policies, controls, and approvals apply to its use cases.