Data governance is a collaborative practice that allows businesses to discover and manage their data, ensuring that it is secure, accurate, and usable. Data governance solutions increase corporate visibility by defining processes, roles, and policies that enable organizations to achieve their objectives. The solution typically performs functions such as master data management, data quality, data catalogs, and data privacy and protection to assist businesses in their decision making.
Quadrant Knowledge Solutions’ data governance solutions market research includes a detailed analysis of the global market regarding short-term and long-term growth opportunities, emerging technology trends, market trends, and future market outlook. The study provides a comprehensive market forecast analysis of the global market and the overall market adoption rate as well. This research provides strategic information for technology vendors to better understand the existing market and support their growth strategies, and for users to evaluate different vendors’ capabilities, competitive differentiation, and market position.
The research includes detailed competition analysis and vendor evaluation with the proprietary SPARK Matrix analysis. The SPARK Matrix includes ranking and positioning of the leading data governance solutions vendors with a global impact including – Aim, Alation, Ataccama, Atlan, BigID, Collibra, Congruity360, data.world, erwin by Quest, Global IDs, IBM, Informatica, Immuta, OneTrust, Precisely, Privacera, SAP, Solix, Syniti, and Talend.
According to Manish Chand Thakur, Analyst at Quadrant Knowledge Solutions, “Leading suppliers may also provide functions to assist ongoing data governance, which will aid in the organization’s data management initiatives. These may support the creation of data stewardship, increase analytics accuracy, data quality rules, data security, and transparency to augment further the benefit of adopting data governance solutions. The leading data governance solutions vendors are also increasingly adding the features like automated data integration, self-service application, detailed lineage and analysis, and metadata management. These solutions are also increasingly being used for emerging use cases, including the inclusion of AI to enhance the implementation of security and compliance.”
2022 Data Governance Solutions SPARK Matrix
Source: Quadrant Knowledge Solutions

Table of Contents
Executive Overview
- Key Research Findings
Market Overview and Technology Trends
Factors Influencing Technology Development and Market Growth
Market Adoption Trends
Competition Landscape and Analysis
- Competitive Overview and Analysis
- Key Competitive Factors and Technology Differentiators
SPARK Matrix™: Data Governance Solutions
Vendor Profiles
Research Methodologies
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