Resources
Blogs
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 April 9, 2026 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 April 21, 2026 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 May 15, 2026 We have delivered data quality solutions to Fortune 500 companies for over a decade. We often come across
The Guide to Master Data Management (MDM): What, Why, Who, and How
Last Updated on May 15, 2026 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 April 10, 2026 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
How to Merge and Clean Data from Multiple Sources
Last Updated on May 21, 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 April 9, 2026 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 June 4, 2026 Fuzzy matching identifies strings that likely represent the same entity, even if the formats, spellings, or fields don’t match exactly.
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
Data Deduplication for Government Agencies: Risks and Solutions
Last Updated on December 4, 2025 For most companies, duplicate entries can signal warning signs of potential missed revenue targets, negative brand perception, and
Why an Address Matching Software is Better Suited for Improving Mailing Accuracy
Last Updated on April 9, 2026 Matching addresses to assign location coordinates is vital for lead or customer outreach campaigns or shipping orders for
Using Data Scrubbing Software for Enterprise-wide Data Consistency: A Detailed Guide
Last Updated on December 5, 2025 If your data feels chaotic, inconsistent, or impossible to trust, You’re not alone. Ever found yourself in the middle
Record Linkage in Education Sector: Challenges, Limitations, and Tips to Improve Data Accuracy
Last Updated on January 6, 2026 Record linkage is often a necessary component to effectively execute different educational initiatives. Whether it is measuring the