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Holistic AI

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Enterprise AIholisticai.comSan Francisco, California, United States

Holistic AI provides an end-to-end AI governance platform enabling enterprises to discover shadow AI, protect against risk and bias, and enforce regulatory compliance across all AI systems.

Overview

Holistic AI is a leading enterprise AI governance company that provides an end-to-end governance platform designed to help organizations manage the risks and opportunities of AI at scale. The platform enables large enterprises to identify and inventory all AI usage, including shadow AI and multi-agent workflows; assess risk across key dimensions such as bias, safety, privacy, transparency, and efficacy; monitor changes in real time; and enforce regulatory compliance with audit-ready evidence. By unifying discovery, risk assessment, testing, and policy enforcement in a single system, Holistic AI gives Security, Legal, Compliance, Data & ML, and IT teams a common source of truth and a shared language for governance. The company traces its roots to academic research, and it emphasizes turning rigorous research into practical capabilities that scale with the AI lifecycle. The result is a governance backbone that supports rapid innovation while reducing blind spots, enabling safer deployment, stronger accountability, and clearer compliance posture across the organization. The platform integrates with cloud providers, development environments, data platforms, and enterprise tools to catalog every asset—from models and datasets to endpoints and pipelines—and to track ownership, risk, and lifecycle state. It offers automated AI discovery, structured risk scoring, continuous monitoring, red-teaming, and policy enforcement, and it generates audit-ready documentation to support regulatory reporting and board-level oversight. Holistic AI serves a global customer base spanning industries and public-sector contexts, helping organizations shorten time-to-compliance, improve risk visibility, and accelerate responsible AI adoption. The company positions governance as an enabling force—explicitly designed to amplify trust, clarity, and collaboration across functions, while evolving with the AI ecosystem and evolving regulatory expectations.

Mission statement

To empower enterprises to adopt and scale AI with confidence.

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What we offer

AI Governance Platform

The AI Governance Platform empowers enterprises to manage AI risks, ensuring compliance and safety across all AI applications.

www.holisticai.com/ai-governance-platform

Holistic AI Tracker

Stay ahead of AI governance with real-time insights and a collaborative community.

www.holisticai.com/press-release/announcing-holistic-ai-tracker-2-0

Market segments

Market size by segment

Growth potential (CAGR)

AI governance and model oversight

2.5 Billion USD25% CAGR

Capabilities to inventory, evaluate, and govern AI/ML models including model registry, LLM evaluations, shadow AI detection, lifecycle management, and audit-ready evidence for model risk decisions.

AI risk assessment and classification

4 Billion USD18% CAGR

Capabilities to evaluate, categorize, and document AI system risk levels (including agentic systems) using structured assessment worksheets and risk taxonomy aligned with regulatory risk categories.

Regulatory compliance and certification for AI

0.232 Billion USD22% CAGR

Processes and artifacts to prepare for, demonstrate, and maintain compliance with AI-specific regulations and standards (for example the EU AI Act), including third-party validation and certification pathways.

AI governance and agent monitoring

7.28 Billion USD39.85% CAGR

Monitors autonomous AI agents and models for policy compliance, performance, and risk; provides enforcement, audit capabilities, and analytics to govern AI-driven actions.

Regulatory intelligence and compliance

2.8 Billion USD14.2% CAGR

Capabilities that monitor, analyze, and summarize regulatory and policy developments to support compliance, risk management, and strategic decision-making across jurisdictions.

More information about our offering

AI Governance Platform

The Enterprise AI Governance Platform that discovers, assesses, and governs all AI systems across an organization. It identifies shadow AI, inventories models, agents, and workflows, and continuously monitors risk across bias, safety, privacy, transparency, and efficacy. The platform enforces regulatory compliance with audit-ready evidence, provides risk scoring and continuous monitoring, and automates governance workflows from discovery to enforcement. It integrates with cloud providers, code repositories, and data platforms to deliver a single source of truth for Security, Legal, Compliance, Data & ML, and IT teams.

  • Achieve Full Visibility
    Eliminate ungoverned AI by maintaining a dynamic inventory that updates as AI systems evolve.
  • Ensure Compliance Effortlessly
    Simplify compliance processes with continuous evidence generation and automated governance.
  • Enables Real-Time Control
    Operative Agents act immediately when risky behaviors are detected, allowing for swift actions such as blocking actions or revoking privileges to mitigate any potential damages.
  • Acts Promptly on Risks
    Enables quick responses to emerging threats in AI operations, preventing potential harm and ensuring compliance.
  • Monitor Risks in Real-Time
    Continuously evaluate AI systems to ensure compliance with regulatory standards and mitigate risks swiftly.
  • Eliminate Shadow AI
    Automatically track undocumented AI tools and systems, ensuring comprehensive governance.
  • Implement Active Oversight
    Utilize autonomous agents to enhance governance compliance and proactively manage AI behavior.
  • Provides Complete Audit Trails
    Ensures that all enforcement actions taken by Guardian Agents are documented with comprehensive trails, making it easier to meet regulatory requirements and prepare for audits.
  • Ensures Holistic Oversight
    Creates a comprehensive governance structure that integrates various compliance and oversight functions into a single coherent strategy for all AI operations.
  • Provides Continuous Monitoring
    Sentinel Agents constantly monitor AI activities, flagging anomalies and risks, ensuring that the system remains compliant and performs safely.
  • Streamline Data Management
    Enhance asset visibility and governance with seamless integration across diverse platforms.
  • Facilitates Seamless Integration
    The Guardian SDK allows for easy incorporation of Guardian Agents into various AI infrastructures, enhancing governance without disrupting workflows.
  • Ensures Compliance
    Guardian Agents come with built-in compliance mechanisms that help organizations meet various regulatory requirements without additional overhead.
  • Delivers Unified Control
    Allows organizations to enforce governance across diverse environments, eliminating gaps and silos in AI oversight.

Holistic AI Tracker

A real-time knowledge hub for AI governance that helps organizations stay informed on the evolving regulatory and governance landscape. The tracker provides an atlas of AI activity, a regulatory news feed, and an AI expert community to support governance work across teams.

  • Visualize Global AI Activity
    Utilize a dynamic map to gain insights into AI legislation and incidents worldwide, customizing alerts for relevant updates.
  • Collaborate With Global Experts
    Engage with a diverse group of experts to stay informed on the latest AI governance trends and best practices.
  • Access Timely Regulatory Insights
    Stay updated with important news and analyses that influence AI governance and compliance requirements.
  • Enhance Governance Efforts
    Leverage the tracker alongside the governance platform to optimize management and monitoring of AI compliance.
  • Utilize A No-Cost Resource
    Access essential tools and insights without financial commitment to enhance your governance strategies.

References

Methodology and sourcing behind the market figures shown above.

AI governance and model oversight

Search results provided no explicit market-size or CAGR data for "AI governance and model oversight." I therefore used industry benchmarks: AI governance is a niche within the broader AI/ML software and MLOps markets (model registry, monitoring, evaluation, lifecycle management, audit/evidence). Assuming AI governance represents a mid-single-digit to low-double-digit share of enterprise AI software spend, and given large enterprise investment in MLOps, compliance, and LLM controls, a reasonable near-term market size is about $2.5B. Regulatory pressure, rapid LLM adoption, and rising enterprise risk-management budgets support a high growth profile; I estimate a practical CAGR of ~25% for the next several years.

AI risk assessment and classification

Estimate based on triangulation of AI model risk management (MRM) market reports and adjacent data-classification market figures in the search results. MarketsandMarkets reports a 2024 MRM market of USD 5.7B with 12.9% CAGR; Fortune Business Insights reports USD 2.08B (2025) and a 22.4% CAGR to 2034. Data-classification reports show similarly high growth (Mordor ~USD 2.28B in 2026, 21.3% CAGR; SNSInsider shows USD 1.65B in 2023, 27.4% CAGR). Differences reflect definitional scope (MRM vs. broader classification/governance). I used a blended midpoint for current market size (~USD 4.0B) and a blended CAGR (≈18%) reflecting strong regulatory pressure, generative-AI risk drivers, and overlap with data-classification demand.

Regulatory compliance and certification for AI

Primary data comes from Precedence Research’s AI-for-security-compliance market report, which estimates a global market value of USD 231.80 million in 2025 and projects 22% CAGR (2026–2035). No explicit global market sizing for the broader “regulatory compliance and certification for AI” segment was present in the provided results, so Precedence Research’s figure for the closely related AI security/compliance market is used as a conservative, evidence-backed baseline.

AI governance and agent monitoring

Estimate uses agentic AI governance market data as the best match for “AI governance and agent monitoring.” Mordor Intelligence explicitly sizes agentic governance at USD 7.28B (2025) with a 39.85% CAGR to 2030. Broader AI governance sources (GMInsights, MarketsandMarkets, Precedence) show smaller core governance figures (USD 0.31–0.84B in 2025) but similarly high CAGRs (31–45%), reflecting strong regulatory and enterprise adoption drivers. I selected the Mordor agentic governance figure because it specifically addresses governance for autonomous/agentic systems, which aligns with the marketSegment description.

Regulatory intelligence and compliance

Estimated market size uses MarketIntelo’s regulatory intelligence platform figure (global market valued at $2.8B in 2025) as the closest match to the specified segment. Growth potential (14.2% CAGR) follows MarketIntelo’s platform forecast. This is corroborated by broader regtech/regulatory-compliance reports showing larger addressable markets and varied CAGRs (Gartner: ~20.8% regtech; MRFR: ~18.4% regtech; BusinessResearchInsights and Mordor show larger compliance markets at lower CAGRs), indicating regulatory intelligence sits inside a rapidly growing regtech/compliance opportunity.

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