Best Data Quality Tools - Page 4
Data quality tools analyze sets of information and identify incorrect, incomplete, or improperly formatted data. After profiling data concerns, data quality tools cleanse or correct that data based on previously established guidelines. Deletion, modification, appending, and merging are all common methods of data set cleansing or correction; data analysts, marketers, and salespeople are just a few positions that benefit from leveraging data quality solutions.
By targeting and cleaning data lists, data quality software allows businesses to establish and maintain high standards for data integrity. These solutions are also helpful for ensuring that data adheres to these standards, based on the required industry, market, or in-house regulations. This process of maintaining data integrity enhances the reliability of such information for business use. Data sets can range from customer contact information to granular financial statistics and much more.
Data quality software products may also share features or coexist with master data management (MDM) software, data integration software, or big data software. While tangentially related to data quality solutions from a functional standpoint, address verification software differs through its distinct use cases, focus on physical location data, and reliance on authoritative location data sourcing to verify correctness.
To qualify for inclusion in the Data Quality category, a product must:
Featured Data Quality Tools At A Glance
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- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Most companies struggle to operationalize data governance and quality. Business teams don’t want to manually enforce rules, and engineers get buried in pipeline issues — eroding trust in data and slow
- Information Technology and Services
- Computer Software
- 44% Mid-Market
- 40% Enterprise
910 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Telmai is an AI-powered data observability platform that continuously monitors data across every stage of the pipeline—from ingestion to business applications. Designed for structured and semi-structu
- Computer Software
- 50% Enterprise
- 35% Mid-Market
102 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
OneSchema automates CSV & PDF workflows with AI. Enterprise operations, IT, and data engineering teams use OneSchema to replace brittle scripts and save countless hours of time manually cleaning m
- Computer Software
- Information Technology and Services
- 50% Small-Business
- 44% Mid-Market
220 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Elementary is a data observability solution designed for dbt-centric data stacks. It seamlessly integrates into your dbt development workflow and pipelines and ensures you are the first to know when
- 56% Mid-Market
- 22% Enterprise
409 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Cloudingo solves the biggest problem with Salesforce and Marketo data: duplicate records. What’s unique about Cloudingo is its ability to comb through data to find duplicated records while giving you
- Computer Software
- Information Technology and Services
- 76% Mid-Market
- 16% Small-Business
271 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Delpha is an AI-driven data quality solution designed to help businesses ensure accurate and reliable customer data in Salesforce, which is essential for informed decision-making and enhanced operatio
- 50% Mid-Market
- 36% Enterprise
29 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Convertr is the enterprise data integrity layer that ensures clean, compliant, and complete data flows across systems and teams to support AI-readiness. Global leaders like Microsoft, Oracle, Amazon,
- Marketing and Advertising
- 41% Enterprise
- 41% Mid-Market
799 Twitter followers
- Overview
- User Satisfaction
- Seller Details
BiG EVAL is the leading test automator for data-centric projects such as data warehouses, ETL/ELT, data migrations and ERP or CRM implementations. With its ability to automatically test and verify d
- 47% Mid-Market
- 33% Enterprise
69 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Informatica LLC is the worlds number one independent provider of data integration software.
- 58% Enterprise
- 33% Mid-Market
100,073 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
DataTrust (formerly “RDt”) is what you need to ensure that you can rely on your data when making decisions. It's everything you need to for both data quality and data observability -profile data, auto
- 38% Enterprise
- 31% Mid-Market
123 Twitter followers
- Overview
- User Satisfaction
- Seller Details
Talends open source products and open architecture create unmatched flexibility so you can solve integration challenges your way.
- Software Engineer
- Computer Software
- Information Technology and Services
- 52% Mid-Market
- 30% Enterprise
64,557 Twitter followers
- Overview
- Pros and Cons
- User Satisfaction
- Seller Details
Osmos is Agentic AI for your data estate. Clean, transform, validate, and pipeline your data—hands-free—with intelligent AI agents that work like teammates. Solutions include: Osmos AI Data Wran
- Insurance
- 33% Enterprise
- 33% Mid-Market
90 Twitter followers
- Overview
- User Satisfaction
- Seller Details
OpenRefine is a tool for working with messy data: cleaning it, transforming it and extending it with web services and external data.
- 50% Small-Business
- 25% Mid-Market
4,946 Twitter followers
- Overview
- User Satisfaction
- Seller Details
The modern, highly scalable ibi™ Omni-Gen® Data Integration Framework provides powerful data integration and cleansing technologies that ensure your data is timely, accurate, consistent, and accessibl
- Banking
- 43% Enterprise
- 38% Mid-Market
33,127 Twitter followers
- Overview
- User Satisfaction
- Seller Details
DupeCatcher is a real-time app that blocks duplicate leads, contacts, & accounts before they enter Salesforce.com
- 54% Enterprise
- 38% Mid-Market
271 Twitter followers
