Resources
Blogs
Building a case for data quality: What is it and why is it important
Last Updated on January 5, 2026 According to an IDC study, 30-50% of organizations encounter a gap between their data expectations and reality. A
Data quality API: Functions, architecture, and benefits
Last Updated on January 5, 2026 While surveying 1900 data teams, more than 60% cited too many data sources and inconsistent data as the
Batch Processing versus Real-Time Data Quality Validation
Last Updated on November 11, 2024 Research shows that while 24% of data teams use tools to find data quality issues, most of their
The Impact of Poor Data Quality: Risks, Challenges, and Solutions
Last Updated on September 12, 2024 Poor data quality can have devastating risks on your business. Most organizational workers realize the impact of of
Designing a Data Quality Management Framework
Last Updated on October 3, 2024 Data is the lifeblood of decision-making in the business world today. Yet as revealed by the State of
5 data quality processes to know before designing a DQM framework
Last Updated on January 28, 2026 Most companies trying to become data-driven cite poor data quality as one of the top 5 challenges. Invesp
The definitive buyer’s guide to data quality tools
Last Updated on August 25, 2023 A recent survey reported that the top KPI for data teams in 2021 was data quality and reliability.
Building a Data Quality Team: Roles and Responsibilities to Consider
Last Updated on September 13, 2024 Despite organizations claiming their data strategies are effective, only 56% report achieving their data goals in 2023, and
What is the Difference between Data Quality and Master Data Management?
Last Updated on October 21, 2024 We have delivered data quality solutions to Fortune 500 companies for over a decade. We often come across
A Guide to Master Data Management: What, Why, Who, and How
Last Updated on October 2, 2024 With hundreds of data sources and an average of 259 distinct software applications and systems, organizations are drowning
Data Quality Dimensions – 10 Metrics You Should Be Measuring
Last Updated on September 26, 2024 When Unity Technologies’ Audience Pinpoint tool ingested flawed data in early 2022, it wasn’t just a technical hiccup
Data quality measurement: when should you worry?
Last Updated on November 27, 2024 In March 2017, Rescue 116, a CHC Ireland helicopter, crashed into a 282ft obstacle – the Blackrock Island off the
What is Data Profiling: Scope, Techniques, and Challenges
Last Updated on October 30, 2024 It’s no secret that data is the currency that drives business growth and innovation today. Yet, despite billions
Why Data Duplicates Exist and How to Get Rid of Them?
Last Updated on September 11, 2024 Did you know poor data quality can drain as much as 25-31% of a company’s revenue? While there
Data Merging: Process, Challenges, and Best Practices for Combining Data from Multiple Sources
Last Updated on January 28, 2026 An average enterprise uses more than one thousand applications. However, only 29% of them are integrated. This makes
Using Record Linkage to Resolve Patient Matching Errors
Last Updated on August 25, 2023 “Accurate identification of patients is one of the most difficult operational issues during a public health emergency, and
Why a CASS Certified Address Normalization Solution is Critical for Reducing UAA Mails
Last Updated on November 13, 2025 Imagine this for a moment. You’ve spent tireless days crafting a direct mail campaign for the launch of your latest product or service offering to
Your Complete Guide to a Successful Data Migration
Last Updated on December 4, 2025 If you’re reading this guide, chances are you’ve already decided to initiate a data migration project and are
Fuzzy Matching 101: The Complete Guide to Accurate Data Matching
Last Updated on December 1, 2025 Summary: Fuzzy matching identifies records that refer to the same entity even when formats, spellings, or fields don’t match exactly. This guide
8 Benefits of Data Matching that Can Help You Grow Your Business
Last Updated on January 5, 2026 Today, business growth greatly depends on how effectively you can harness information. And while the average number of