Our list of the 7 best Data Quality – 2026

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 Quality for Product Managers

  1. 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 Quality 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 Quality for Business Analysts

  1. Alteryx

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

    As the industry leader in enterprise cloud data management, we’re prepared to help you intelligently lead—in any sector, category, or niche.
  3. 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.
  4. 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.

Other Data Quality

  1. Dataiku

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