Secure Your Spot at Think 2026 Register now for AI insights shaping smarter businesses.

Data governance software and solutions

Create a governed data foundation to accelerate data outcomes and address security, privacy and compliance requirements

Illustration of data analysis and graphs

Build trust. Deliver results.

Data governance is the data management discipline that focuses on the quality, security and availability of an organization’s data. Data governance helps ensure data integrity, data security and data privacy by defining and implementing policies, standards and procedures for data collection, ownership, storage, processing and use. 

Break down data silos

Access data across business silos, on premises and in clouds, without moving the data.

Keep data private and secure

Universally safeguard data usage with privacy and usage policy enforcement across all data.

Empower all data consumers

Enable users of all skill levels to access trusted data with tailored interfaces (code, Canvas, no code).

Improve productivity

Build a data fabric connecting siloed data distributed across a hybrid cloud landscape.

Related products

IBM watsonx.governance®

Centralize governance and apply responsible AI policies to keep data and data sources secure, compliant and auditable across your system.

Explore watsonx.governance
IBM Guardium® data protection

Secure enterprise data and simplify compliance across your hybrid cloud infrastructure.

Explore Guardium
IBM watsonx.data® intelligence

Discover, govern and share your data—wherever it resides—to fuel AI that delivers accurate, timely and relevant insights.

Explore watsonx.data intelligence
IBM Verify

Provision, audit and report on user access and activity through lifecycle, compliance and analytics capabilities, on premises and in the cloud.

Explore Verify

Related services

    

Data and AI consulting services

Successfully scale AI with the right strategy, data, security and governance in place.

Concept of cyber security digital technology, business people use computer to access personal cybersecurity, keeping users' personal information safe, secure internet access

Resources

    

In-depth ebooks and guides

Line-style illustration for AI for business
AI for Business: Maximize AI ROI through smarter governance
Discover the key benefits gained with automated AI governance for any AI—apps, models or agents. Learn how to maximize the return on investment (ROI) for all your AI initiatives with the right set of frameworks and tools.
Graphic illustration of governed data with watsonx.gov
Data governance for data leaders
This ebook analyzes several topics related to data governance and privacy such as scalability, establishing and implementing organization-wide standards and data lineage and traceability.
Illustration with dots and hand
How to choose the right AI foundation model
Follow a simple 5-step performance framework and find out how to make smarter, safer AI model choices.
Graphic render of data governance featuring secured structured and unstructured data being governed by watsonx.data intelligence
AI that people trust is AI that people use
Read this guide to better understand why AI is making security and governance matter more than ever and what are the barriers to protecting and building trust for data and AI.

Trends shaping AI, governance and security

Forrester analyst logo white/reverse, PNG format
Prioritize your AI governance
See why Forrester recognized IBM as a Leader for its watsonx.governance solution—helping enterprises manage AI risk, compliance and trust at scale.
Gartner analyst logo white/reverse, PNG format
Build trust into every AI decision
Gartner Market Guide for AI TRiSM outlines emerging solutions for AI trust, risk and security management to help organizations govern AI systems and manage associated risks.
IDC analyst logo white/reverse, PNG format
Unified AI Governance
Enterprises looking to scale AI initiatives responsibly will require a strong AI governance platform. Read the full analysis and discover how IBM watsonx.governance can support your Al strategy.
Graphic render of data governance featuring secured structured and unstructured data being governed by watsonx.data intelligence
Threat Intelligence Index 2026
Learn how to safeguard your people and data from cyberattacks. Get deeper insight into attackers’ tactics and recommendations to proactively protect your organization.

Learn directly from industry experts

Illustration with continuous colored lines
Achieve continuous compliance in a hybrid data world
Join us for this critical session as we explore IBM Guardium Data Protection’s recent launches and updates designed to help organizations move from reactive compliance to always-on readiness.
Illustration with continuous colored lines
Critical Elements of AI Trust
As organizations race to embrace AI for competitive advantage, they often overlook the core element of trustworthy AI. The future of AI depends on how well we secure it today.
Illustration with continuous colored lines
Securing AI Agents—Building Trust in the Era of Autonomous Systems
Listen to IBM experts as we unpack real-world attack vectors, emerging frameworks and actionable defense strategies for securing AI agents in enterprise environments.
Illustration with continuous colored lines
Agent Ops and Responsible AI
Join us live for an IBM Technology Summit focusing on Agent Ops and Responsible AI to learn IBM’s perspective on operating agentic AI responsibly at scale.

See how leaders are driving results with IBM

Banco do Brasil logo
Trust by design
Embedding Governance into AI at Banco do Brasil
Ferrari Logo
A new digital destination
Engineering Scuderia Ferrari HP’s fan engagement strategy
infosys logo
Building for the future with IBM
Scalable, compliant and efficient AI governance
UFC logo
AI-generated narratives
UFC collaborates with IBM to streamline and scale insight generation for 40+ live events
Take the next step

Set up a free 30-minute meeting with an IBM expert to discuss your data governance solutions.