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Buyer's guide

Best AI Governance software

Compare AI Governance products. Open any profile for real pricing, compliance, and buyer-fit detail, or jump into the ai governance directory to filter by industry, company size, and certifications.

14 toolsUpdated 2026

1
LangWatch helps teams monitor prompts, traces, and quality signals across production LLM applications and agent workflows.
AI Observability
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2
Databricks is the data intelligence platform built on the lakehouse architecture, unifying data engineering, warehousing, analytics, and AI on open formats.
Data Lakehouse Platforms
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3
Microsoft is the enterprise software company behind Windows, Microsoft 365, Azure, Power BI, Teams, and GitHub — the default productivity and cloud stack for much of the business world.
Software
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4
Rencore: Microsoft 365 governance and security platform delivering code analysis, low-code governance, and compliance across M365 workloads.
AI Governance
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5
Atlan is a modern data catalog and governance platform that provides data discovery, lineage, quality monitoring, and collaboration for data teams.
Data Catalog
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6
Cycode: Complete ASPM platform providing visibility and security across the entire software development lifecycle from code to cloud.
Application Security Posture Management
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7
iBabs: Board portal and meeting management platform offering agenda builder, annotations, and voting for public and private boards.
AI Governance
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8
Adversa AI: AI red teaming and security platform that identifies vulnerabilities in AI systems through automated adversarial testing and assessment.
AI Security Platforms
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9
RecordPoint: Data trust platform for managing records across cloud and on-premise systems with automated classification and disposition.
Records Management
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10
Hornbill: Collaborative IT service management platform with codeless process automation and enterprise service management beyond IT.
ITSM Process Automation
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11
Haize Labs: AI red teaming and safety platform that automatically discovers vulnerabilities in LLM applications through adversarial testing.
AI Evaluation and Testing
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12
Orq.ai: LLM operations platform for managing prompts, models, and deployments in production with collaboration tools for AI product teams.
LLM Ops
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13
DataRobot provides enterprise AI and machine learning platform with automated model building, deployment, and monitoring.
Machine Learning Platforms
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14
TrustArc provides privacy compliance and risk management software helping organizations manage data privacy obligations across global regulations.
Data Privacy Platforms
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15
Fairly AI: AI governance platform for financial institutions ensuring fairness, explainability, and regulatory compliance.
AI Compliance
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16
WitnessAI: AI security platform providing guardrails, access controls, and observability for enterprise AI deployments.
AI Security Platforms
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17
Mogenius: Self-service developer platform for Kubernetes with one-click deploys.
Kubernetes Platforms
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18
Kindo: Enterprise AI platform for deploying private LLM workflows with governance, audit logs, and data controls.
AI Agents
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19
OnBoard: Board management platform from OnBoard offering agendas, meeting minutes, voting, and analytics for boards.
Board Management
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20
Cranium: Enterprise AI security posture and governance platform
AI Security Posture Management
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21
Relyance AI: Privacy and data governance platform for enterprises using AI to map data flows and compliance.
Data Governance
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22
Rizkly: GRC and compliance platform for CMMC, NIST, and CUI with managed services and assessment workflows.
Security Compliance Automation
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23
Practice Protect: Cybersecurity platform built for accountants with identity management and access controls.
Security – Identity & Access Management
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24
CalypsoAI: AI security platform scanning and protecting LLM applications from prompt injection, data leakage, and misuse.
AI Security Platforms
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25
Dataedo: Data catalog and documentation platform with lineage, business glossary, and ERD generation.
Data Catalog
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26
Vijil: AI trust platform providing automated evaluation and testing of LLM applications for safety and reliability.
AI Evaluation and Testing
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27
ValidMind: AI risk management platform for financial institutions automating model validation and regulatory documentation.
Risk Management Platforms
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28
Fiddler AI: AI observability platform for monitoring, explaining, and analyzing ML model predictions in production.
AI Observability
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29
Giskard: Open-source AI quality and testing platform for detecting vulnerabilities, biases, and hallucinations in ML models.
AI Evaluation and Testing
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30
WhiteSource: Now called Mend, providing open source security and license compliance management.
Software Composition Analysis
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31
Credo AI: AI governance platform helping organizations assess, monitor, and manage responsible AI practices and compliance.
AI Compliance
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32
Moderation API: Content moderation API for AI applications providing text and image analysis for safety and compliance.
AI Content Moderation
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33
Censinet: Healthcare risk management platform providing third-party risk assessment and compliance automation.
Vendor Risk Management
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34
Pathify: Higher education engagement hub unifying campus services, communications, and student journeys.
Student Engagement
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35
Clarip Privacy: Enterprise data privacy platform with consent management, DSAR, and data mapping.
Privacy & Compliance
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36
Anch.AI: AI ethical governance platform providing risk assessment and compliance for responsible AI deployment.
AI Compliance
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Frequently asked

What is the best ai governance software?

The guide above features ai governance tools with complete, vendor-maintained profiles. Open any profile for real pricing, compliance, and buyer-fit detail before you shortlist.

How does Cubbie choose these ai governance tools?

Listings come from the live Cubbie catalog. Cubbie does not accept payment for ranking position.

Ranked from Cubbie's live catalog, https://www.cubbie.com/best/ai-governance