AI Governance Vendor Tracker

Automated compliance for SOC 2, ISO 27001, HIPAA, and more

Comprehensive trust intelligence platform with AI governance capabilities

The gold-standard open-source library for ML explainability using Shapley values from game theory.

Unified data and AI governance platform connecting privacy, security, and compliance with AI governance in a single solution.

AI-powered data discovery, privacy, and governance platform with advanced classification and identity-aware intelligence.

AI security platform protecting ML models from adversarial attacks, model tampering, and supply chain threats.

Modern cloud-native GRC platform with no-code workflow builder for flexible risk and compliance management.

McKinsey's AI and advanced analytics arm delivering world-class strategic AI advisory and governance frameworks.

Global consulting firm with a dedicated responsible AI practice spanning strategy, implementation, and governance.

ML-powered data catalog and governance platform that helps organizations find, understand, and trust their data.

AI governance platform that translates responsible AI policies into actionable, measurable technical requirements at enterprise scale.

Big Four professional services firm offering AI governance, audit, and trustworthy AI advisory services globally.

Big Four professional services firm providing comprehensive AI audit, governance, and independent assurance services.

Industry-standard open-source ML lifecycle platform with experiment tracking, model registry, and deployment management.

Enterprise IT platform with powerful integrated GRC module for governance, risk, and compliance automation.

Boston Consulting Group's tech and AI division offering strategic responsible AI advisory and implementation.

Fast-growing compliance automation platform with automated evidence collection for SOC 2, ISO 27001, and GDPR.

Big Four firm delivering AI assurance and governance services with a strong financial services focus and EY.ai platform.

Comprehensive enterprise data management and governance platform with 30+ years of data integration expertise.

Big Four firm providing responsible AI governance, audit, and regulatory compliance services with a global toolkit.

AI security and validation platform providing real-time model protection and comprehensive pre-deployment testing, now part of Cisco.

ML experiment tracking and model management platform with governance-relevant features for audit trails and model documentation.

Established enterprise GRC platform with highly customizable risk management and compliance capabilities.

Modern connected risk platform with best-in-class audit management and growing GRC capabilities.

Technology and AI consulting firm with industry-leading government and defense AI governance expertise.

Enterprise AutoML platform with built-in AI governance, model monitoring, and compliance documentation capabilities.

AI observability platform providing real-time model monitoring, bias detection, and explainability for enterprise ML systems.

Enterprise GRC platform with dedicated AI governance module for model lifecycle management and regulatory compliance.

Policy-driven data access governance and security platform for cloud data environments with dynamic, automated controls.

AI/ML security platform specializing in supply chain protection, model scanning, and vulnerability management.

Enterprise AI quality platform with comprehensive explainability, now part of Snowflake's data cloud ecosystem.

Established privacy management and compliance platform with comprehensive DSAR, consent, and regulatory intelligence capabilities.

Purpose-built model risk management platform automating model documentation and validation for financial services compliance.

IBM's open-source toolkit providing 70+ fairness metrics and 10+ bias mitigation algorithms for ML systems.

AI monitoring and observability platform providing real-time performance tracking, drift detection, and bias monitoring for production models.

AI-powered data quality and governance platform offering unified data management for mid-market and enterprise organizations.

AI security and governance platform for LLMs with a strong focus on government and defense applications.

Global IT services firm with strong European regulatory expertise for AI governance consulting and implementation.

Privacy management platform with automated data discovery and DSAR automation for modern privacy operations at scale.

Enterprise governance platform connecting board-level governance with operational risk and compliance management.

Open-source ML monitoring platform with excellent data drift detection, model evaluation, and observability tools.

European AI security platform providing real-time LLM protection against prompt injection and data leakage.

Pioneering open-source library for local, model-agnostic ML explanations across tabular, text, and image data.

Enterprise pure-play GRC platform with comprehensive risk, compliance, and audit management capabilities.

Enterprise AI governance platform specializing in model lifecycle management for banking and regulated financial services.

Lightweight ML experiment tracking and model registry platform with intuitive UI and flexible metadata logging.

AI-powered cloud DLP platform detecting and protecting sensitive data across SaaS apps and AI systems.

Enterprise model lifecycle management and AI governance solution built on SAS Viya's decades of analytics expertise.

Specialist IT audit firm providing SOC 2, ISO 27001, and AI-specific audit and assurance services.

Kubernetes-native ML deployment platform with built-in explainability, drift detection, and model monitoring.

Developer-centric privacy infrastructure platform with automated data mapping, DSAR fulfillment, and engineering-first consent management.

AI observability platform providing privacy-preserving model monitoring, drift detection, and explainability tracking.

AI-powered model risk management platform automating model validation and monitoring for European financial institutions.

AI red teaming and security testing platform for proactive vulnerability detection in ML models.

Unified data quality and governance platform extending into AI governance with model documentation and data lineage capabilities.

Accenture-Microsoft joint venture delivering AI governance solutions exclusively within the Microsoft ecosystem.

Mid-tier professional services firm offering practical AI audit and governance services at more accessible pricing.

Global IT services firm with strong AI governance implementation capabilities and competitive enterprise pricing.

ML experiment management and model monitoring platform with production drift detection and tracking capabilities.

European algorithmic auditing firm combining AI ethics consulting with bias and fairness audit technology.

Microsoft's open-source Python toolkit for assessing and improving fairness of machine learning models.

Microsoft's open-source toolkit combining interpretable glassbox models (EBMs) with black-box explanation techniques.

Programmatic privacy operations platform with real-time consent propagation and API-first consent management.

Open-source Kubernetes-native ML toolkit with pipeline orchestration and scalable model serving capabilities.

AI governance and assurance platform offering accessible model monitoring, documentation, and compliance management.

Accessible privacy compliance platform with consent management and unique vendor privacy monitoring for SMBs and mid-market.

Algorithmic fairness and bias testing platform enabling accessible bias audits with actionable remediation guidance.

Non-profit organization advancing responsible AI through vendor-neutral certification programs, tools, and community.

SAP's AI governance and lifecycle management platform deeply integrated with SAP Business AI and enterprise applications.

Data integration and governance platform with open-source roots, now part of Qlik, offering unified data management.

AI Security Posture Management platform providing enterprise visibility and risk scoring for AI deployments.

Global IT services firm offering practical AI governance advisory and implementation for large enterprises.

AI governance and compliance automation platform with built-in bias testing and regulatory tracking for organizations of all sizes.

Mid-tier professional services firm providing practical AI governance advisory focused on the mid-market.

AI governance platform with strong bias assessment capabilities, designed for SMBs and mid-market organizations.

Open-source ML explanation library with counterfactual reasoning, integrating with the Seldon deployment ecosystem.

Practical privacy compliance platform with strong DSAR automation and data mapping for mid-market organizations.

Canadian bilingual AI governance and bias testing platform for SMBs with strong alignment to Canadian regulations.

Responsible AI platform offering rigorous robustness testing, fairness evaluation, and explainability with strong academic foundations.

University of Chicago's open-source bias audit toolkit with a Fairness Tree framework for selecting appropriate metrics.

AI observability and monitoring platform providing affordable drift detection and performance tracking for production ML models.

Nonprofit providing independent AI audit frameworks, certification programs, and free governance resources for the AI ecosystem.

LLM security startup specializing in shadow AI detection and governance for enterprise AI usage.

AI governance and transparency platform from Finland enabling structured AI documentation and public-facing transparency reporting.

European AI governance consulting and platform provider specializing in financial services regulatory compliance.

AI testing and quality assurance platform specializing in LLM and RAG system evaluation with accessible freemium pricing.