Q U A L D O

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Assessment is the first step towards achieving true data quality

Data Quality Assessment, without any doubt, determines the quality of business outcomes in a data-driven enterprise.

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Tools for Data Quality Assessment

Data Quality tools have to be dynamic in terms of metrics, summaries and visualizations. Some of the popular tools for the modern data quality assessment are listed below.

azure machine learning
01
IBM Infosphere Information Server for Data Quality

This offers end-to-end data quality tools to help you understand the relationships of a data file, and also to analyze and monitor data quality continuously, cleanse, standardize and match data and maintain data lineage.

apache airflow
02
Qualdo

Qualdo’s data quality assessment tools probes data from multiple aspects that are considered to be critical for downstream data activities. This tool enables data teams to be continuously on-top of data quality.

kubeflow
03
IBM Infosphere Information Quality Stage

The solution helps to manage data quality in big data, for scenarios like business intelligence, data warehousing, application migration and master data management projects.

mlflow
04
IBM Infosphere Information BigQuality

This tool is built specifically to do data checkups for Hadoop clusters. This tool offers end-to-end integration and governance capabilities for Hadoop data.

kubeflow
05
Informatica Data Quality

This tool helps to build and test data business rules without relying on IT. Helps in delivery of high-quality information through efficient data standardization, validation, enrichment, de-duplication, and consolidation capabilities.

mlflow
06
SAP Information Steward

This tool helps in creating and running data validation rules, and monitor data quality through scorecards. Also, provides capability for cataloging the metadata across their system landscape, analyzing and understanding the relationships of their enterprise data.

kubeflow
07
SAS Data Quality

This tool helps in addressing data quality issues without requiring to move data to a different platform. Provides quality validation capabilities aimed at, making the job of profiling and problem identification easy, preview data, and set up repeatable processes to maintain a high level of data quality.

mlflow
08
Talend Data Fabric

This tool combines data integration, integrity, and governance in a single, unified platform. The Talend Trust Score provides summarized view data in terms of its quality, relevance, and popularity keeping every stake-holder informed and confident that they’re getting the data they need.

machine learning on azure

Data Quality Assessment is seen as the ‘fitness’ aspect of a data pipeline

The effectiveness of a data quality assessment depends on how well scientifically a dataset is questioned

Qualdo is driven by the vision to provide a comprehensive and explainable view of the state-of-data to all stakeholders Try Qualdo Today!

Qualdo promises a no-stone-unturned view of data quality through critical data quality metrics

Data Quality Edition
Free-trial
available
  • Data Quality Metrics
  • Data Profiling
  • Data Anomalies
  • Data Drifts
  • All KQIs
  • Quality Gates
  • Advanced Visualizations
  • APIs
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Model Monitoring Edition
Free-trial
available
  • Bulk Add Models to Qualdo
  • Data Drifts
  • Feature & Response Decays
  • Data Quality Metrics
  • Data Anomalies
  • Model Failure Metrics
  • Alerts & Notifications
  • Advanced Visualizations
  • APIs
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Enterprise Edition
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  • Installation in your Infrastructure
  • All Data Quality Metrics
  • All ML Monitoring Metrics
  • Custom DB Integrations
  • Custom ML Integrations
  • Custom Notifications
  • Custom Visualizations
  • APIs
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Qualdo helps you to monitor mission-critical ML & data issues, errors, and quality in your favorite modern database management tools.