Tool overview
Holistic AI is listed under AI Governance Safety & Evaluation AI tools.
What is Holistic AI?
Holistic AI discovers and inventories models, agents, APIs, and shadow AI; tests systems for security, bias, robustness, and hallucination; maps controls to regulations; and enforces policies through monitoring, guardrails, and intervention agents.
Best for
Large enterprises governing complete AI estates and autonomous agent workflows
Who is it for?
Decision note
Suitable for evaluation after confirming final commercial terms, permissions, data handling, lifecycle status, and edit-screen aliases. Keep Needs Review enabled until a human verifies the published profile.
Key features
Continuous discovery of models, agents, APIs, and shadow AI
Agent Graph for dependencies, tools, tasks, and data flows
Automated bias, security, robustness, and hallucination testing
Risk and compliance workflows with audit-ready evidence
Runtime guardrails, kill switches, and policy enforcement
API and SDK connections across enterprise AI stacks
Use cases
Discovering unapproved AI across an enterprise
Red-teaming models and multi-agent systems
Mapping AI controls to EU AI Act and NIST
Monitoring production drift and policy violations
Enforcing runtime access, tool, and cost controls
Pros
- Covers discovery, protection, and enforcement in one platform
- Supports models, applications, and agentic workflows
- Connects to common cloud, code, and data systems
- Provides active enforcement rather than reporting alone
Limitations
Holistic AI can detect and enforce configured policies, but it cannot guarantee compliance or eliminate model risk. Organizations must validate connectors, thresholds, tests, legal mappings, kill switches, and human accountability.
Pricing details
Billing options
Pricing note
Holistic AI is sold through an enterprise demo and implementation process. The public free demo is not an ongoing free platform tier or a self-service product trial, and no recurring price is published.
Supported languages
- English
Integrations
AWS
Azure
Google Cloud
GitHub
GitLab
Snowflake
Databricks
OpenAI
Anthropic
LangGraph
CrewAI
AutoGen




Please log in to join the discussion.