Top 10 AI Compliance Tools to Watch
Why AI Compliance Has Become a Core Business Function
The rapid adoption of artificial intelligence is creating new requirements for organizations responsible for security, risk, privacy, and regulatory compliance. Companies now need to understand where AI is being used, what risks individual systems create, which regulations apply, and how evidence of compliance is maintained. At the same time, established frameworks such as SOC 2 remain important for demonstrating controls around security, availability, confidentiality, and related trust criteria. AI compliance platforms are increasingly bringing these activities into centralized workflows, combining regulatory intelligence, risk assessments, control mapping, evidence collection, monitoring, and reporting. The ten platforms below approach the problem from different angles, ranging from AI-specific governance to broader GRC and regulatory compliance management.
10 AI Compliance and Governance Tools
1. Compliance.ai
Compliance.ai provides AI-powered regulatory intelligence and regulatory change management capabilities for highly regulated organizations. The platform monitors regulatory developments, detects changes, and uses AI-driven analysis to help compliance teams understand how regulatory updates may affect their organizations. Compliance.ai was acquired by Archer in February 2024 and is now part of Archer Evolv Compliance, where its regulatory intelligence capabilities are connected with Archer’s broader governance, risk, and compliance environment.
The platform is particularly focused on financial services and organizations dealing with complex regulatory requirements across multiple jurisdictions. Its capabilities include continuous regulatory monitoring, automated change detection, regulatory content, and workflows designed to translate regulatory developments into actionable compliance activities. This makes Compliance.ai different from AI governance platforms focused primarily on model risk or AI inventories. Its core role is regulatory intelligence and change management, helping compliance teams track evolving requirements rather than relying exclusively on manual regulatory research.
2. Optro
Optro is an AI-powered governance, risk, and compliance platform that brings audit, risk, information security, and compliance workflows into a connected environment. Formerly known as AuditBoard, Optro provides regulatory compliance capabilities including horizon scanning, change alerts, obligation mapping, impact assessments, and remediation workflows.
Its AI platform is designed around GRC-specific data and includes automated evidence collection, gap assessments, control testing, and risk insights. Optro also has a dedicated AI governance platform that can inventory AI and agentic systems, assess their risks, and map controls against more than 25 frameworks, including the EU AI Act, ISO 42001, and NIST AI RMF. The company says its platform is trusted by more than 50% of the Fortune 500. Its AI governance functionality is therefore positioned as part of a broader enterprise GRC system rather than as a standalone AI compliance product.
3. Centraleyes
Centraleyes is a GRC platform designed to help organizations manage cybersecurity risk, compliance, privacy, and third-party risk. Its platform supports more than 180 frameworks, standards, and regulations, including SOC 2, ISO 27001, NIST CSF, CMMC, PCI, GLBA, CCPA, and HIPAA. Centraleyes uses automated workflows, questionnaires, data feeds, and control mapping to give organizations a centralized view of their compliance programs. It also provides an AI governance management capability focused on the risks created by enterprise AI adoption.
The company describes its AI Governance Framework as a way to manage AI use across departments, workflows, and decision-making processes. For compliance teams, the ability to map shared controls across multiple frameworks can reduce duplicated work when organizations need to demonstrate compliance against several standards simultaneously. Centraleyes is therefore broader than an AI-only compliance platform, with AI governance operating as one component of its wider GRC and cyber-risk environment.
4. Vanta
Vanta is a trust management platform that automates security and compliance processes, including SOC 2 preparation and ongoing monitoring. Its SOC 2 platform uses automated tests, integrations, evidence collection, and AI-assisted analysis to help organizations prepare for and maintain compliance. Vanta has also expanded into AI governance and EU AI Act compliance. Its EU AI Act solution provides guided workflows, templates, risk assessments, controls, and documentation capabilities designed around the regulation.
Vanta says its framework covers more than 150 controls, 16 policies, and required artifacts associated with the Act. Its AI governance functionality can also help organizations identify AI systems in use, document AI use cases, conduct impact assessments, and connect governance activities with existing controls. This combination makes Vanta relevant to organizations that need both traditional security compliance such as SOC 2 and emerging AI governance requirements.
5. Credo AI
Credo AI is an AI governance platform focused specifically on managing risks associated with artificial intelligence. Its platform combines regulatory intelligence with organizational context to help enterprises discover AI systems, manage AI risk, enforce policies, and govern AI applications, models, agents, and vendors. For organizations preparing for the EU AI Act, Credo AI provides capabilities for identifying high-risk AI use cases, implementing risk-management measures, preparing technical documentation, and incorporating human oversight.
The platform is designed around the governance requirements associated with responsible AI rather than general-purpose security compliance alone. Credo AI also maintains a SOC 2 Type II report covering controls related to security, availability, and confidentiality, with the review conducted by an independent service auditor. This gives the platform relevance for organizations evaluating both AI governance capabilities and the security controls surrounding a compliance technology provider.
6. 4CRisk.ai
4CRisk.ai provides AI-powered regulatory intelligence, compliance management, and risk-management software. Established in 2020, the company develops specialized AI and language models for compliance and risk functions. Its platform includes Regulatory Research, Regulatory Change Management, Compliance Map, and Ask ARIA, an AI compliance assistant. Compliance Map connects external regulatory requirements with internal policies and controls, helping organizations identify gaps and maintain traceability.
The platform is designed to cover regulatory requirements across multiple agencies and sources and is particularly relevant to financial services and other highly regulated organizations. 4CRisk also highlights applications in privacy compliance, regulatory impact analysis, complaints management, and compliance-program management. Its website states that the company has more than 14,000 licensed users and tracks regulatory information from more than 2,300 global regulatory agencies and sources.
7. Holistic AI
Holistic AI is an AI governance platform focused on identifying, assessing, monitoring, and controlling risks across AI systems. Its platform can automatically discover AI models, agents, applications, APIs, and workflows across enterprise environments and maintain an AI inventory. It provides testing for areas including bias, fairness, toxicity, hallucination, prompt injection, security, performance, and robustness. Holistic AI maps risk assessments to frameworks including the EU AI Act, NIST AI RMF, and ISO 42001, while its governance capabilities include control mapping, gap analysis, audit evidence, and compliance reporting.
The company also provides AI governance mechanisms for autonomous agents, including monitoring and intervention capabilities. On the security side, Holistic AI reports a SOC 2 Type 2 report covering Security, Availability, Confidentiality, and Privacy. It achieved ISO/IEC 27001:2022 certification in February 2026, while stating that its ISO/IEC 42001 audit was scheduled and that it was not yet certified under ISO 42001 at the time of its August 2026 trust-center update.
8. Drata
Drata is an automated compliance and GRC platform used by organizations to manage security, compliance, risk, and audit processes. It is widely associated with frameworks such as SOC 2 and ISO 27001, with its platform helping organizations establish controls, collect evidence, monitor compliance, and prepare for audits. Drata’s SOC 2 workflow includes pre-mapped controls covering the five Trust Services Criteria and allows organizations to connect evidence directly to those controls. The company has also expanded its capabilities around AI governance.
In 2026, Drata introduced a General AI Policy template covering areas such as approved AI use, restricted data, human review, vendor diligence, and reporting. Drata also publishes responsible-AI practices covering privacy, security, fairness, reliability, transparency, human oversight, and accountability. Its approach is broader than a dedicated EU AI Act platform, making it particularly relevant to companies building a general compliance program that increasingly needs to account for AI usage alongside established security and privacy requirements.
9. Hyperproof
Hyperproof is a compliance operations and GRC platform designed to help organizations manage controls, evidence, risks, audits, and multiple compliance frameworks. It maintains compliance with frameworks including GDPR, SOC 2, and FedRAMP Moderate for its own service environment. Hyperproof provides organizations with tools to manage compliance programs and connect evidence and controls across frameworks.
The company has also developed resources and guidance around AI governance and the EU AI Act, particularly as enterprises adopt AI systems and autonomous agents. Its recent material addresses the interaction between GDPR and the EU AI Act and the governance challenges created by agentic AI. This makes Hyperproof relevant for organizations that need to manage AI-related risks within an existing GRC program rather than treating AI governance as an entirely separate discipline. Its SOC 2 positioning also makes it applicable to companies seeking to demonstrate established security and compliance practices to customers and other stakeholders.
10. OneTrust
OneTrust provides a broad platform covering privacy, data governance, security, risk, compliance, and AI governance. Its AI governance capabilities allow organizations to maintain inventories of AI systems, models, agents, datasets, and third-party AI, while applying risk assessments, policies, approvals, monitoring, and evidence collection. OneTrust has a dedicated EU AI Act solution focused on continuous governance throughout the AI lifecycle. It supports AI inventory management, risk management, post-market monitoring, quality management, and enforcement readiness.
The platform also connects AI governance with broader privacy and compliance programs, which can be important for organizations managing multiple regulatory obligations. OneTrust maintains a Trust Center where customers can access certifications, audit reports, and security documentation, including SOC 2 and ISO-related materials. Its broad coverage makes it relevant to large organizations that need to connect AI governance with privacy, security, third-party risk, and wider regulatory programs rather than operating these functions independently.
The Ultimate Litmus Test: Navigating the EU AI Act With Your AI Compliance Stack
The EU AI Act is an important test for modern AI governance platforms because compliance requires more than simply maintaining a policy document. Organizations need to understand which AI systems are in scope, assess risks, maintain appropriate documentation, establish controls and human oversight, and retain evidence of governance activities.
Among the tools in this list, Vanta, Credo AI, Optro, Holistic AI, and OneTrust explicitly provide EU AI Act-related capabilities, including framework mapping, risk assessment, AI inventories, documentation, controls, or continuous monitoring.
However SOC 2 is a different type of requirement. It is an attestation framework based on AICPA Trust Services Criteria rather than an EU AI regulation. Vanta, Drata, Centraleyes, Hyperproof, Credo AI, and Holistic AI have documented SOC 2-related capabilities or assurance information. Hyperproof maintains SOC 2 compliance for its own service, while Credo AI and Holistic AI publish information about their SOC 2 Type II reports.
The distinction matters because an organization may need both AI-specific governance and conventional security controls. A platform that supports one framework does not automatically make an organization compliant with another. The right stack depends on the company’s AI use cases, regulatory exposure, existing controls, and evidence requirements.
Building a Compliance Stack That Can Keep Up With AI
AI compliance is becoming a combination of regulatory intelligence, governance, security, risk management, and continuous monitoring rather than a single annual audit exercise. The platforms covered here approach that challenge differently. Some specialize in AI governance, while others integrate AI controls into broader GRC, security, privacy, and regulatory compliance programs.
Organizations evaluating these tools should first identify the regulations and frameworks that apply to their operations, then determine which systems need to be inventoried, monitored, documented, or tested. The goal is not simply to collect compliance certifications, but to establish processes that can produce reliable evidence as AI systems and regulations change. The strongest fit will depend on the organization’s size, industry, AI deployment model, existing technology stack, and the level of automation required.