Our list of the 14 best Data Governance – 2026

Ensure data quality, privacy and security through policies, processes and technologies. Empower innovation with trusted data.

To make it easier, we’ve grouped these into categories with the most popular first.

Although there are some similarities in features between these, depending on your situation, you might find one is more suitable to your needs.

Data Governance for Product Managers

  1. Heap

    Heap is an analytics platform that automatically captures every user interaction on your website or app, giving you the power to analyze, segment, and act on your data without writing code.
  2. Google Analytics

    analytics/web/ Google Analytics helps you understand how people interact with your website, app, or other digital properties. It provides insights into user behavior, marketing performance, and more, so you can make data-driven decisions.
  3. Heap Analytics

    Heap Analytics is a powerful analytics platform that helps you understand user behavior and optimize your product. It automatically captures every user interaction, so you can analyze user behavior without writing any code. Get insights into user engagement, retention, and conversion.

Data Governance for Marketing Professionals

  1. Sisense

    Embed analytics into your workstreams or products. Build custom self-service experiences to bring AI-driven insights to you and your customers. Learn how.
  2. Zoho Analytics

    Zoho Analytics is a self-service business intelligence and analytics software which helps you create dashboards and analyze data. Sign up free.

Data Governance for Developers

  1. SAP Conversational AI

    Transform user experiences with AI chatbots using SAP's low code chatbot building platform. Train, build, test, connect and monitor chatbots in a single interface.

Data Governance for Business Analysts

  1. Yellowfin

    Find out how Yellowfin BI’s integrated analytics platform takes you beyond data and dashboards with data transformation, creation of analytical apps, market leading collaboration tools and more.
  2. Talend Data Integration

    Talend’s unified data migration platform consolidates data from different sources into your data lake with robust data quality and data integration tools.
  3. Alteryx

    The Alteryx Analytics Automation Platform delivers end-to-end automation of analytics, machine learning, and data science processes that accelerate digital transformation.
  4. Informatica

    As the industry leader in enterprise cloud data management, we’re prepared to help you intelligently lead—in any sector, category, or niche.
  5. Looker

    Looker is a data platform that helps companies unlock the power of their data. It provides an intuitive interface to explore, analyze, and visualize data, enabling businesses to make data-driven decisions quickly and confidently.
  6. GoodData

    GoodData is a BI and data analytics platform built to create real-time dashboards and low-code/no-code analytics applications with open APIs.

Other Data Governance

  1. Domo

    Domo is where integration, BI & analytics, and data apps come together to power everyday work.
  2. Dataiku

    Dataiku is the world’s leading platform for Everyday AI, systemizing the use of data for exceptional business results.
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