Pentaho Data Quality
Pentaho Data Quality enables teams to identify and resolve missing, inconsistent, and inaccurate data—before it impacts downstream systems and decision-making.
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Flawed data can derail even the most promising AI initiatives. Before you build AI solutions, build data you can trust. Pentaho helps you lay the foundation for success with smart, scalable quality checks—ensuring your data is accurate, complete, and AI-fit from the start.
Why it matters:
Data Profiling in a Click: Evaluate data structure, completeness, and accuracy instantly—no complex setup required.
Anomaly Detection with Intelligence: Automatically surface outliers and unusual patterns using AI/ML. Prioritize alerts by impact so you fix what matters most.
Out-of-the-Box Quality Standards: Tap into 250+ predefined rules for instant assessments. Customize your own to meet governance and compliance needs.
Advanced Observability: Monitor quality across your data pipelines with real-time insights and proactive alerts—so issues don’t stay hidden.
Whether you’re aiming for regulatory compliance or real-time insights, trust in your data is non-negotiable. Pentaho gives you the power to clean, govern, and align your data—so your business decisions are always backed by certainty.
What you gain:
Trustworthy, Compliant Data: Strengthen governance with an ecosystem built to scale and adapt to evolving regulations.
Unified Visibility: Gain a comprehensive view across all data assets—from ingestion to insight.
Built-in Agility: As your business changes, so can your rules, profiles, and workflows—quickly and without disruption.
Confidence to Act: Deliver insights you can stand behind. Power smarter decisions, faster responses, and measurable outcomes.
Ensure that data is accurate, complete, and trustworthy across systems.
Monitor data as it flows—ensuring issues are caught early and do not affect downstream systems.
Enhance data transparency while reducing compliance risk. Empower teams to make better, faster decisions.
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Lisa Williams
Manager, Office of Enterprise Data Management at State of Arizona’s Department of Water Resources
Prakash Jagannathan
Ex Data Management Leader, Fannie Mae
Jesse Canada
Enterprise Data Governance & Management Lightbox
Request a personalized demo and see how Pentaho Data Quality gives you the control, clarity, and confidence to put your data to work—no matter how complex your environment.
✔ Automatically detect anomalies and data drift with AI/ML precision✔ Enforce data integrity at scale with 250+ prebuilt and customizable quality rules✔ Monitor and measure data quality continuously across your pipelines✔ Simplify compliance and governance with built-in policy enforcement and transparency
Your data is only as powerful as it is trusted.Let’s make it unshakable.
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