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Top 10 Data Governance Tools for Compliance & Security in 2025

Originally Published:
June 6, 2025
Last Updated:
June 9, 2025
8 min

Organizations face immense pressure to maintain control over their data assets in today's data-first world. The need for enterprise-grade data governance tools has never been more urgent, from rising privacy regulations (like GDPR, CCPA, HIPAA) to growing cloud complexity.

In 2025, leading organizations are investing in data governance platforms that offer compliance and policy enforcement and integrate security, metadata management, and data quality automation. This blog reviews the Top 10 Data Governance Tools for 2025, focusing on pricing, licensing options, feature comparison, and tool integrations based on authoritative insights from G2, Gartner, and Forrester.

What are Data Governance Tools for Compliance & Security?

Data governance tools are software and processes that help organizations manage data from creation to disposal, ensuring its accuracy, reliability, and security while meeting compliance requirements. These tools assist in establishing policies, procedures, and access controls to protect sensitive data and maintain data quality, ultimately contributing to better decision-making and risk management.

What is data governance and compliance?

Data governance is an internal organizational approach to managing data. Data compliance ensures that your governance approach meets external data handling, privacy, and use standards. Data compliance is part of an agile, collaborative data governance program with the right people, processes, and tools in place.

What are the 4 pillars of data governance?

The four main pillars of data governance are quality, stewardship, protection and compliance, and management. These pillars ensure that data is accurate, secure, and used responsibly within an organization.

What is a data governance tool?

Data governance tools leverage AI and ML to provide automation to effectively counter the complexities of managing large volumes of data. These complexities include diverse data types, disparate data sources, and ever-changing regulatory policies that impact appropriate uses.

What are the 3 key roles of data governance?

A data governance role is a specific position within an organization responsible for managing, protecting, and ensuring data quality. Key roles include data admin, data steward, data custodian, and data user, each with distinct responsibilities contributing to effective data governance.

Why Data Governance Tools Are Critical in 2025?

  • Ensure regulatory compliance and audit readiness
  • Enforce data access controls and policy automation
  • Support data quality, cataloging, and lineage
  • Align IT, legal, and data teams with shared governance

Evaluation Criteria

We selected tools based on the following:

  • Pricing models & licensing flexibility
  • Security & compliance capabilities
  • Metadata, lineage, and stewardship features
  • Integration with data lakes, SaaS, and BI tools
  • User feedback from G2, Gartner Peer Insights

Top 10 Data Governance Tools in 2025  

1. Collibra Data Intelligence Platform

Overview: A market leader offering end-to-end data governance, privacy, and policy management.

  • Collibra Pricing: Enterprise pricing (custom quote)
  • Collibra Licensing Options: Modular (Governance, Catalog, Privacy, Lineage)
  • Best For: Enterprises with complex data governance mandates
  • Features: Business glossary, workflows, lineage, DQ, role-based access
  • G2 Score: 4.4★

Pros: Rich governance tools
Cons: Requires expert configuration

Screenshot:

Picture 125792921, Picture

2. Alation

Overview: A data intelligence platform with embedded governance workflows and a collaborative data catalog.

  • Alation Pricing: Subscription-based; enterprise quote
  • Licensing Options: Per user/connector
  • Best For: Teams needing collaborative governance
  • Features: Policy center, trust flags, glossary, access rules
  • G2 Score: 4.7★

Pros: Easy to adopt
Cons: Limited deep security controls

Screenshot:

Picture 741375773, Picture

3. Informatica Axon + EDC

Overview: Comprehensive governance and metadata platform tightly integrated with Informatica’s cloud ecosystem.

  • Informatica Pricing: Quote-based (consumption or user)
  • Licensing Options: Asset-based or user-based
  • Best For: Enterprises with heavy data integration needs
  • Features: Data quality, lineage, glossary, GDPR workflows
  • G2 Score: 4.4★

Pros: Robust enterprise stack
Cons: Steep learning curve

Screenshot:

Picture 2002119695, Picture

4. OneTrust Data Governance

Overview: Privacy-first platform expanding into full data governance, lineage, and policy automation.

  • OneTrust Pricing: Tiered subscription; quote on request
  • Licensing Options: Module-based
  • Best For: Regulated industries & privacy-led organizations
  • Features: Consent management, metadata catalog, lineage
  • G2 Score: 4.3★

Pros: Best for privacy+compliance
Cons: Developing broader governance scope

Screenshot:

Picture 182703871, Picture

5. Atlan

Overview: A modern data governance solution for agile teams with active metadata and integrations.

  • Atlan Pricing: Team and enterprise pricing tiers
  • Licensing Options: Per user and usage tier
  • Best For: Startups and mid-sized teams
  • Features: Column-level lineage, role-based policies, collaboration
  • G2 Score: 4.8★

Pros: Intuitive and fast
Cons: Lacks deep enterprise compliance features

Screenshot:

Picture 420768415, Picture

6. Microsoft Purview

Overview: Azure-native governance and compliance solution integrating Microsoft 365 and Power Platform.

  • Purview Pricing: Pay-as-you-go (per scan and data processed)
  • Licensing Options: Usage-based + role tiering
  • Best For: Microsoft cloud ecosystems
  • Features: Sensitivity labels, catalog, lineage, audit trails
  • G2 Score: 4.3★

Pros: Native Microsoft security
Cons: Best suited to Microsoft users

Screenshot:

Picture 2098673219, Picture

7. IBM Watson Knowledge Catalog

Overview: The governance engine was built into IBM Cloud Pak for data with machine learning-driven insights.

  • IBM Pricing: Cloud or on-prem pricing via quote
  • Licensing Options: Capacity or per-user basis
  • Best For: Enterprises in finance, healthcare, and regulated sectors
  • Features: Trust scores, access policy enforcement, profiling
  • G2 Score: 4.2★

Pros: Advanced automation
Cons: Heavy for lightweight governance use cases

Screenshot:

Picture 1502130481, Picture

8. SAP Data Intelligence

Overview: Governance, orchestration, and pipeline tool for SAP and non-SAP data landscapes.

  • SAP Pricing: Cloud-based subscription
  • Licensing Options: Per capacity or connector
  • Best For: SAP-centric enterprises
  • Features: Metadata harvesting, pipeline governance, access control
  • G2 Score: 4.1★

Pros: SAP-native governance
Cons: Narrow ecosystem fit

Screenshot:

Picture 762454944, Picture

9. OvalEdge

Overview: An affordable yet feature-rich governance platform for data catalogs, privacy, and compliance.

  • OvalEdge Pricing: Starts around $50K/year
  • Licensing Options: User or feature-based licensing
  • Best For: Mid-market to enterprise data teams
  • Features: PII tracking, access control, glossary, lineage
  • G2 Score: 4.5★

Pros: Value for cost
Cons: UI less polished than top-tier peers

Screenshot:

Picture 283405785, Picture

10. Secuvy AI

Overview: AI-powered data governance and discovery engine for PII, HIPAA, and PCI compliance.

  • Secuvy Pricing: Quote-based pricing
  • Licensing Options: Per asset or policy tier
  • Best For: Privacy-driven compliance in cloud-first firms
  • Features: PII discovery, classification, policy automation
  • G2 Score: 4.6★

Pros: Fast deployment
Cons: Best for data privacy, not full governance stack

Screenshot:

Picture 881159532, Picture

Feature Comparison Table

Tool Pricing Model G2 Score Best For Key Governance Feature
Collibra Enterprise (quote) 4.4★ Complex data governance End-to-end governance + lineage
Alation Subscription (user) 4.7★ Collaboration-focused teams Governance workflows
Informatica Consumption-based 4.4★ Data integration-heavy orgs Lineage + data quality
OneTrust Tiered module pricing 4.3★ Privacy and regulatory teams Consent + compliance automation
Atlan Tiered per-user 4.8★ Agile and mid-size teams Active metadata + RBAC
Microsoft Purview Usage-based pricing 4.3★ Azure/Microsoft-first orgs M365 labels + compliance center
IBM WKC Per user or capacity 4.2★ Financial/regulated enterprises Trust indicators + policy engine
SAP DI Subscription (cloud) 4.1★ SAP-heavy infrastructure SAP lineage + orchestration
OvalEdge Starts ~$50K/year 4.5★ Mid-market governance PII tracking + catalog
Secuvy AI Quote-based 4.6★ Privacy and compliance teams AI-powered classification

FAQ:

What are the 5 knows of data governance?

The five key considerations are data classification and categorization, data access and control, data lifecycle management, data audit and monitoring, and change management and data governance adoption.

Is Collibra a data governance tool?

Collibra Data Intelligence Platform offers comprehensive functional support for search & discovery, data & AI governance, data marketplaces, collaboration, and customer enablement use cases.

What are the 3 key roles of data governance?

A data governance role is a specific position within an organization responsible for managing, protecting, and ensuring data quality. Key roles include data admin, data steward, data custodian, and data user, each with distinct responsibilities contributing to effective data governance.

Is Collibra an MDM tool?  

It is a cloud-native data intelligence platform frequently integrated into MDM systems to bolster governance and stewardship.

Strengthen Governance Across SaaS with CloudNuro.ai

While tools like Collibra and Informatica govern enterprise data infrastructure, CloudNuro.ai offers complete SaaS governance—including license tracking, user activity monitoring across cloud apps.

Why CloudNuro for SaaS Governance?

  • Track SaaS usage across the organization
  • Manage shadow IT and vendor risks
  • Ensure licensing compliance and cost efficiency

🎯 Book a Demo to see how CloudNuro integrates with your data governance ecosystem to extend compliance beyond traditional infrastructure.

Table of Content

Start saving with CloudNuro

Request a no cost, no obligation free assessment —just 15 minutes to savings!

Get Started

Table of Content

Organizations face immense pressure to maintain control over their data assets in today's data-first world. The need for enterprise-grade data governance tools has never been more urgent, from rising privacy regulations (like GDPR, CCPA, HIPAA) to growing cloud complexity.

In 2025, leading organizations are investing in data governance platforms that offer compliance and policy enforcement and integrate security, metadata management, and data quality automation. This blog reviews the Top 10 Data Governance Tools for 2025, focusing on pricing, licensing options, feature comparison, and tool integrations based on authoritative insights from G2, Gartner, and Forrester.

What are Data Governance Tools for Compliance & Security?

Data governance tools are software and processes that help organizations manage data from creation to disposal, ensuring its accuracy, reliability, and security while meeting compliance requirements. These tools assist in establishing policies, procedures, and access controls to protect sensitive data and maintain data quality, ultimately contributing to better decision-making and risk management.

What is data governance and compliance?

Data governance is an internal organizational approach to managing data. Data compliance ensures that your governance approach meets external data handling, privacy, and use standards. Data compliance is part of an agile, collaborative data governance program with the right people, processes, and tools in place.

What are the 4 pillars of data governance?

The four main pillars of data governance are quality, stewardship, protection and compliance, and management. These pillars ensure that data is accurate, secure, and used responsibly within an organization.

What is a data governance tool?

Data governance tools leverage AI and ML to provide automation to effectively counter the complexities of managing large volumes of data. These complexities include diverse data types, disparate data sources, and ever-changing regulatory policies that impact appropriate uses.

What are the 3 key roles of data governance?

A data governance role is a specific position within an organization responsible for managing, protecting, and ensuring data quality. Key roles include data admin, data steward, data custodian, and data user, each with distinct responsibilities contributing to effective data governance.

Why Data Governance Tools Are Critical in 2025?

  • Ensure regulatory compliance and audit readiness
  • Enforce data access controls and policy automation
  • Support data quality, cataloging, and lineage
  • Align IT, legal, and data teams with shared governance

Evaluation Criteria

We selected tools based on the following:

  • Pricing models & licensing flexibility
  • Security & compliance capabilities
  • Metadata, lineage, and stewardship features
  • Integration with data lakes, SaaS, and BI tools
  • User feedback from G2, Gartner Peer Insights

Top 10 Data Governance Tools in 2025  

1. Collibra Data Intelligence Platform

Overview: A market leader offering end-to-end data governance, privacy, and policy management.

  • Collibra Pricing: Enterprise pricing (custom quote)
  • Collibra Licensing Options: Modular (Governance, Catalog, Privacy, Lineage)
  • Best For: Enterprises with complex data governance mandates
  • Features: Business glossary, workflows, lineage, DQ, role-based access
  • G2 Score: 4.4★

Pros: Rich governance tools
Cons: Requires expert configuration

Screenshot:

Picture 125792921, Picture

2. Alation

Overview: A data intelligence platform with embedded governance workflows and a collaborative data catalog.

  • Alation Pricing: Subscription-based; enterprise quote
  • Licensing Options: Per user/connector
  • Best For: Teams needing collaborative governance
  • Features: Policy center, trust flags, glossary, access rules
  • G2 Score: 4.7★

Pros: Easy to adopt
Cons: Limited deep security controls

Screenshot:

Picture 741375773, Picture

3. Informatica Axon + EDC

Overview: Comprehensive governance and metadata platform tightly integrated with Informatica’s cloud ecosystem.

  • Informatica Pricing: Quote-based (consumption or user)
  • Licensing Options: Asset-based or user-based
  • Best For: Enterprises with heavy data integration needs
  • Features: Data quality, lineage, glossary, GDPR workflows
  • G2 Score: 4.4★

Pros: Robust enterprise stack
Cons: Steep learning curve

Screenshot:

Picture 2002119695, Picture

4. OneTrust Data Governance

Overview: Privacy-first platform expanding into full data governance, lineage, and policy automation.

  • OneTrust Pricing: Tiered subscription; quote on request
  • Licensing Options: Module-based
  • Best For: Regulated industries & privacy-led organizations
  • Features: Consent management, metadata catalog, lineage
  • G2 Score: 4.3★

Pros: Best for privacy+compliance
Cons: Developing broader governance scope

Screenshot:

Picture 182703871, Picture

5. Atlan

Overview: A modern data governance solution for agile teams with active metadata and integrations.

  • Atlan Pricing: Team and enterprise pricing tiers
  • Licensing Options: Per user and usage tier
  • Best For: Startups and mid-sized teams
  • Features: Column-level lineage, role-based policies, collaboration
  • G2 Score: 4.8★

Pros: Intuitive and fast
Cons: Lacks deep enterprise compliance features

Screenshot:

Picture 420768415, Picture

6. Microsoft Purview

Overview: Azure-native governance and compliance solution integrating Microsoft 365 and Power Platform.

  • Purview Pricing: Pay-as-you-go (per scan and data processed)
  • Licensing Options: Usage-based + role tiering
  • Best For: Microsoft cloud ecosystems
  • Features: Sensitivity labels, catalog, lineage, audit trails
  • G2 Score: 4.3★

Pros: Native Microsoft security
Cons: Best suited to Microsoft users

Screenshot:

Picture 2098673219, Picture

7. IBM Watson Knowledge Catalog

Overview: The governance engine was built into IBM Cloud Pak for data with machine learning-driven insights.

  • IBM Pricing: Cloud or on-prem pricing via quote
  • Licensing Options: Capacity or per-user basis
  • Best For: Enterprises in finance, healthcare, and regulated sectors
  • Features: Trust scores, access policy enforcement, profiling
  • G2 Score: 4.2★

Pros: Advanced automation
Cons: Heavy for lightweight governance use cases

Screenshot:

Picture 1502130481, Picture

8. SAP Data Intelligence

Overview: Governance, orchestration, and pipeline tool for SAP and non-SAP data landscapes.

  • SAP Pricing: Cloud-based subscription
  • Licensing Options: Per capacity or connector
  • Best For: SAP-centric enterprises
  • Features: Metadata harvesting, pipeline governance, access control
  • G2 Score: 4.1★

Pros: SAP-native governance
Cons: Narrow ecosystem fit

Screenshot:

Picture 762454944, Picture

9. OvalEdge

Overview: An affordable yet feature-rich governance platform for data catalogs, privacy, and compliance.

  • OvalEdge Pricing: Starts around $50K/year
  • Licensing Options: User or feature-based licensing
  • Best For: Mid-market to enterprise data teams
  • Features: PII tracking, access control, glossary, lineage
  • G2 Score: 4.5★

Pros: Value for cost
Cons: UI less polished than top-tier peers

Screenshot:

Picture 283405785, Picture

10. Secuvy AI

Overview: AI-powered data governance and discovery engine for PII, HIPAA, and PCI compliance.

  • Secuvy Pricing: Quote-based pricing
  • Licensing Options: Per asset or policy tier
  • Best For: Privacy-driven compliance in cloud-first firms
  • Features: PII discovery, classification, policy automation
  • G2 Score: 4.6★

Pros: Fast deployment
Cons: Best for data privacy, not full governance stack

Screenshot:

Picture 881159532, Picture

Feature Comparison Table

Tool Pricing Model G2 Score Best For Key Governance Feature
Collibra Enterprise (quote) 4.4★ Complex data governance End-to-end governance + lineage
Alation Subscription (user) 4.7★ Collaboration-focused teams Governance workflows
Informatica Consumption-based 4.4★ Data integration-heavy orgs Lineage + data quality
OneTrust Tiered module pricing 4.3★ Privacy and regulatory teams Consent + compliance automation
Atlan Tiered per-user 4.8★ Agile and mid-size teams Active metadata + RBAC
Microsoft Purview Usage-based pricing 4.3★ Azure/Microsoft-first orgs M365 labels + compliance center
IBM WKC Per user or capacity 4.2★ Financial/regulated enterprises Trust indicators + policy engine
SAP DI Subscription (cloud) 4.1★ SAP-heavy infrastructure SAP lineage + orchestration
OvalEdge Starts ~$50K/year 4.5★ Mid-market governance PII tracking + catalog
Secuvy AI Quote-based 4.6★ Privacy and compliance teams AI-powered classification

FAQ:

What are the 5 knows of data governance?

The five key considerations are data classification and categorization, data access and control, data lifecycle management, data audit and monitoring, and change management and data governance adoption.

Is Collibra a data governance tool?

Collibra Data Intelligence Platform offers comprehensive functional support for search & discovery, data & AI governance, data marketplaces, collaboration, and customer enablement use cases.

What are the 3 key roles of data governance?

A data governance role is a specific position within an organization responsible for managing, protecting, and ensuring data quality. Key roles include data admin, data steward, data custodian, and data user, each with distinct responsibilities contributing to effective data governance.

Is Collibra an MDM tool?  

It is a cloud-native data intelligence platform frequently integrated into MDM systems to bolster governance and stewardship.

Strengthen Governance Across SaaS with CloudNuro.ai

While tools like Collibra and Informatica govern enterprise data infrastructure, CloudNuro.ai offers complete SaaS governance—including license tracking, user activity monitoring across cloud apps.

Why CloudNuro for SaaS Governance?

  • Track SaaS usage across the organization
  • Manage shadow IT and vendor risks
  • Ensure licensing compliance and cost efficiency

🎯 Book a Demo to see how CloudNuro integrates with your data governance ecosystem to extend compliance beyond traditional infrastructure.

Start saving with CloudNuro

Request a no cost, no obligation free assessment —just 15 minutes to savings!

Get Started

Save 20% of your SaaS spends with CloudNuro.ai

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