Data Quality Navigator’s Rule Mining uses AI to analyze your enterprise data and automatically discover hidden validation rules, patterns, and logic. It scans data across SAP S/4HANA, Oracle ERP, Microsoft Dynamics, Salesforce, Coupa, and Ariba to detect inconsistencies, correlations, and gaps in your data quality framework. These discovered rules form the basis for scalable, agentic workflows; automated processes that apply new validations, trigger cleansing agents, and enhance governance. Rule Mining uncovers business logic embedded in supplier, customer, and material master data, enabling organizations in manufacturing, retail, logistics, and finance to identify what’s missing and standardize their data quality approach. Use Rule Mining to reduce reliance on manual analysis, build trust in your master and transactional data, and activate intelligent agents that continuously enforce the discovered rules. It’s the foundation for AI-driven data quality automation and long-term governance at scale.

With Rule Mining AI, you can

  • Provide data using the upload functionality or directly connect rule mining to your source system
  • Automatically identify unknown patterns and inconsistencies in your data
    Automatically identify unknown patterns and inconsistencies in your data
  • Get GenAI-based rule suggestions to cleanse erroneous data
  • Customize rule suggestions to your specific needs with natural language
  • Easily validate, approve, and activate rules with an intuitive interface
    Easily validate, approve, and activate rules with an intuitive interface
  • Get notified instantly about any critical data issues
  • Rule Generation from data upload to rule suggestions in 5
  • Rule Coverage full coverage across all connected data objects 100

  • Pattern and Inconsistencies Insights

    Automatically analyze all your data for inconsistencies.

    The Rule Mining AI automatically identifies relationships and unknown inconsistencies in all your data. It enables your team to automatically receive insights into patterns and dependencies of complex data sets and shows them which relationships to focus on using intuitive visualizations.

  • AI-generated Data Cleansing Rules

    Effortlessly create data cleansing rules with AI.

    Our AI-based solution automatically analyzes your data, detects errors, and creates tailored cleansing rules to address them. It also provides business-relevant insights such as rule descriptions, associated risks, and resolution tips, enabling a smarter and more efficient data cleansing process.

  • Connect and Upload Effortlessly

    Easily upload files or connect to your ERP.

    Upload any dataset directly in the tool or set up a connection to your ERP system. Rule Mining AI automatically processes your data, no technical setup, no complexity, making it easy to start analyzing right away.

  • Highly Customizable

    Review, customize, and approve rules before they go live.

    Choose the data sources you want to analyze and retain full control over the data relationships you want to create rules from. Our solution allows you to validate, customize and accept all rule suggestions, ensuring a clear activation process before any AI-generated rule is used in production.

Want the full picture?

Explore the full capabilities of the Data Quality Navigator

Get a complete overview of how all features work together to solve real data challenges from assessment to cleansing, validation, monitoring, and governance.

  • Delivering Content-Driven Data Quality Management at Scale

    Data Quality Navigator is a scalable data quality management tool that helps organizations assess, fix, and govern data across the entire lifecycle.

    Read more

Effortless Data Quality Starts Here

Facing data challenges and wondering how to turn them into business value? Schedule a free call with our experts to discuss your challenges and explore practical solutions - no strings attached.

Talk to an Expert Schedule a Demo