Holistic AI
Empower AI adoption with comprehensive governance, risk management, and compliance.. [Contact for Pricing]
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What is Holistic AI?
Holistic AI is the leading enterprise AI governance platform that provides end-to-end governance for organizations deploying AI at scale. The platform automatically discovers every AI system in your ecosystem—including shadow AI—across cloud platforms, code repositories, and SaaS applications with 20+ integrations including AWS, Azure, GitHub, and Databricks. It builds a complete, always-current AI inventory that classifies systems by risk level, owner, lifecycle stage, and business purpose without manual spreadsheets.
The Protect module runs 40+ specialized tests covering bias, fairness, toxicity, hallucination, prompt injection, and adversarial attacks. It includes AI red teaming with dynamic adversarial testing and jailbreak resistance. Risk scores map directly to EU AI Act, NIST AI RMF, and ISO 42001 compliance requirements. The platform continuously monitors deployed models for drift, degradation, and adversarial threats after production deployment.
The Enforce module provides built-in frameworks for EU AI Act, NIST AI RMF, ISO 42001, and NYC Local Law 144 with automated control mapping and gap analysis. Deployment gates, approval workflows, and kill switches are powered by Guardian Agents that enforce policies autonomously with human-in-the-loop oversight. The platform generates continuous audit trails, evidence collection, and compliance reporting that is audit-ready from day one.
Guardian Agents provide a new supervisory layer for agentic AI with Sentinel Agents that observe and evaluate every agent action in real time, and Operative Agents that intervene, enforce, and remediate the moment risk thresholds are crossed. The platform is trusted by global enterprises and serves as the governance backbone for organizations moving from LLMs to generative AI and agents.
Holistic AI pricing
Pricing model: Freemium
Holistic AI is an enterprise platform with no public pricing. Pricing is available only through contacting sales for a custom quote. The platform requires scheduling a demo with the sales team. There is no free tier, freemium model, or self-service signup available. The platform is sold via direct sales to enterprises deploying AI at scale.
Holistic AI pros
- Automatically discovers shadow AI across entire ecosystem without manual spreadsheets
- 20+ integrations including AWS, Azure, GitHub, Databricks for complete AI inventory
- 40+ specialized AI/ML test types covering bias, safety, security, and performance
- Built-in compliance frameworks for EU AI Act, NIST AI RMF, ISO 42001, and NYC Local Law 144
- Guardian Agents provide real-time runtime enforcement for autonomous AI systems
- Sentinel Agents enable continuous anomaly detection and risk scoring in real time
- Operative Agents provide sub-second response with blocking, quarantine, and kill switch capabilities
- AI red teaming with dynamic adversarial testing, jailbreak resistance, and prompt injection detection
- Audit-ready compliance reporting from day one, not just before audit
- Continuous monitoring for model drift, degradation, and adversarial threats in production
- Automated control mapping and gap analysis for regulatory compliance
- Deployment gates and approval workflows with human-in-the-loop oversight
- Live AI inventory updates in real time as your AI ecosystem changes
- Risk scores mapped directly to regulatory compliance requirements
- Scales from initial implementation to enterprise-wide adoption with modular framework
- Supports governance across AWS, Azure, GCP, and on-premise environments without vendor lock-in
- Projects blocked for months get approved in days with automated governance
Holistic AI cons
- Enterprise-only platform with no public pricing—contact sales required for quotes
- No free tier or freemium model available for small teams or individuals
- No self-service signup—requires direct sales engagement and demo scheduling
- Platform designed for enterprise scale, may be overkill for small organizations
- Guardian Agents require policy configuration and threshold setup before deployment
- 20+ integrations available but may not cover all niche AI tools or custom builds
- Real-time monitoring requires continuous platform connection and infrastructure access
- Human-in-the-loop oversight still needed despite autonomous enforcement capabilities
Frequently asked questions about Holistic AI
What is Holistic AI?
Holistic AI is the leading enterprise AI governance platform that provides end-to-end governance for organizations deploying AI at scale. It is one end-to-end tool to identify every AI system, protect against risk and bias, and enforce regulatory compliance across every model, agent, and application in your enterprise. The platform eliminates blind spots, mitigates risks, continuously monitors performance, and accelerates innovation from LLMs to generative AI and agents.
How does AI discovery work in Holistic AI?
The platform automatically scans cloud platforms, code repositories, and SaaS applications to build a complete, always-current AI inventory. It automatically detects models, agents, APIs, pipelines, and workflows across AWS, Azure, GitHub, Databricks, and 20+ integrations. The system surfaces shadow AI and classifies every system by risk level, owner, lifecycle stage, and business purpose without manual spreadsheets, maintaining a live inventory with continuous monitoring that updates in real time.
What compliance frameworks does Holistic AI support?
The platform has built-in frameworks for EU AI Act, NIST AI RMF, ISO 42001, and NYC Local Law 144. It provides automated control mapping and gap analysis for each framework. Risk scores are mapped directly to these regulatory compliance requirements, and the platform generates continuous audit trails and evidence collection that is audit-ready from day one.
What are Guardian Agents?
Guardian Agents are autonomous governance agents built into the platform that provide real-time monitoring and runtime enforcement across AI systems. They observe every action AI agents take, evaluate it against governance policies, and intervene when a violation or risk threshold is detected. Every module in the platform (Identify, Protect, and Enforce) is powered by guardian agents, making them the execution layer that makes governance operational.
What is the difference between Sentinel and Operative Agents?
Sentinel Agents handle observability—they run continuously across your AI environment performing anomaly detection, risk scoring, compliance monitoring, security monitoring, data access tracking, and drift detection. They are passive by design, observing, logging, and scoring without interrupting workflows. Operative Agents handle enforcement—they execute automatic responses when risks cross predefined thresholds, including blocking unsafe requests, quarantining suspicious outputs, revoking access, redirecting workflows, kill switch activation, remediation, and escalation to human reviewers with sub-second response times.
How many AI tests does Holistic AI run?
The platform runs 40+ specialized tests covering bias, fairness, toxicity, hallucination, prompt injection, and adversarial attacks. It includes AI red teaming with dynamic adversarial testing, jailbreak resistance, and prompt injection detection. The 40+ AI/ML test types also cover performance, robustness, explainability, and safety for comprehensive AI assessment before production and continuous monitoring after deployment.
Does Holistic AI work with all AI models and vendors?
Yes, the platform supports governance across AWS, Azure, GCP, and on-premise environments. Guardian agents monitor systems from OpenAI, Anthropic, open source models, and custom builds without vendor lock-in. One governance layer covers everything, and the platform supports governance of models regardless of vendor or whether they are built in-house or purchased third-party.
How does Holistic AI handle shadow AI?
The platform automatically detects shadow AI by scanning cloud platforms, code repositories, and SaaS applications across your entire ecosystem. It surfaces unregistered agents or models, flags ungoverned deployments, and classifies every system by risk level, owner, lifecycle stage, and business purpose. According to the website, Holistic AI's automated platform finds every AI system in your organization within 24-48 hours with zero disruption to operations.
What is the pricing model for Holistic AI?
Holistic AI is an enterprise platform sold via direct sales with no public pricing. Organizations must contact sales for a quote and schedule a demo. There is no free tier, freemium model, or self-service signup available. The platform is designed for enterprises deploying AI at scale and requires engagement with the sales team for pricing and implementation.
How does Holistic AI ensure audit readiness?
The platform provides continuous audit trails, evidence collection, and compliance reporting that is audit-ready from day one, not just before audit. It stores evidence and captures approvals with audit trails through its Artifacts & Sign Off capabilities. The system captures evidence as audit-ready artifacts automatically, maintains one source of truth for inventory, uses automated triggers for controls, and ensures audits have smooth, fast reviews with gaps tracked to closure.