Mastering Data Quality

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Mastering Data Quality provides a modern guide to building a data quality lifecycle to de-risk tech investments and drive confident decisions.

AI Meets Data Quality: Data Reliability Patterns

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AI is reshaping data quality. This featured presentation from the CDOIQ Symposium reveals practical data reliability patterns for anomaly detection, adaptive rules, and proactive reliability

How to Use Business Process Mapping to Improve Data Quality

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Insights & Perspectives / Insights / Blog  How to Use Business Process Mapping to Improve Data Quality How is it that organizations invest plenty of resources in data platforms to help them manage and cleanse their data… and yet, they still have missing, duplicative, or unusable data? This undermines all the trust in the data […]

Guide to Evolving Your Enterprise Data Warehouse

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Insights & Perspectives / Insights / White Paper Guide To Evolving Your Enterprise Data Warehouse Think about the workflows and processes in your organization. Almost all of them depend on data. It follows that almost any organizational process also can be improved through the availability of more and better data. Data can be used within […]

Using ML to Improve Data Quality and Drive Customer Preference

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Insights & Perspectives / Insights / Webinar  Using ML to Improve Data Quality and Drive Customer Preference The nation’s largest grocery chain knows it must build relevance, loyalty, and authority with its customers in order to command customer preference. It has responded with innovative solutions to provide fresh food for everyone – both online and […]

Architect an Open Data Validation Technique to Get the Best Data Quality

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Insights & Perspectives / Insights / Blog  Architect an Open Data Validation Technique to Get the Best Data Quality No matter how creative you are, you can’t possibly proactively identify every possible data validation. You have to accept that some, perhaps even most, of the possible data problems will be found after the data has […]

Want a Data Validation Framework that Works? Involve Your Business People.

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Insights & Perspectives / Insights / Blog  Want a Data Validation Framework that Works? Involve Your Business People. What’s the cost of having bad data quality? Gartner estimates that organizations lose $15 million per year from bad data. IBM puts the cost to U.S. companies at $3 trillion per year (or 15% of GDP). Their financial tally accounts for […]

Where Do I Start with Data Governance?

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Insights & Perspectives / Insights / Blog  Where Do I Start with Data Governance? If the volume of your data is exploding and you lack a good data governance framework, you’re not alone. Every business and IT professional knows the wisdom in gathering data – it provides the opportunity to discover new insights, improve business […]