Finding Bad Data in Critical Data

Quickly identify Bad Data in Big Data lakes, Data Warehouses, and Business Intelligence reports

Qs bad Data dark

Technical Challenge

How do you root out all of the Bad Data that is in your cognitive enterprise?

We all know that C‑level executives are making strategic decisions based on information from their BI and analytics initiatives to try to provide their firms with a competitive advantage.

But what if the data is incorrect? Then they are making big bets, impacting the company’s direction and future, on analyses that have underlying data that is incorrect or is bad data.

Poor data quality is a primary reason for 40% of all business initiatives failing to achieve their targeted benefits”


Most firms test far less than 1% of their data by sampling their data. Therefore, at least 99% of data remains untested. Since bad data exists in all data stores, firms should test & validate as much of their data as quickly as possible to guarantee that this critical information is accurate.

It is time for organizations to take a hard look at the data that their management team is relying on to make strategic decisions.

The QuerySurge Solution

QuerySurge is the smart Data Testing solution that automates the data validation & ETL testing of Big Data, Data Warehouses, and Business Intelligence Reports. QuerySurge ensures that the data extracted from data sources remains intact in the target data store by analyzing and pinpointing any differences quickly.

Challenges we Solve

  • Your need for data quality at speed. Validate up to 100% of all data fast. more ⇒
  • Your test automation issue. Now you can automate your entire process. more ⇒
  • Your ability to test across platforms, whether a Big Data lake, Data Warehouse, traditional database, NoSQL document store, BI reports, flat files, JSON files, SOAP or restful web services, xml, mainframe files, or any other data store. more ⇒
  • Your need to integrate for Continuous Delivery. QuerySurge integrates with most DevOps, CI/CD, and test management solutions. more ⇒
  • Your ability to analyze your data, with our Data Analytics Dashboard & Data Intelligence Reports more ⇒

QuerySurge will eliminate bad data and save your company millions. Don’t let Business Intelligence be an oxymoron in your company. Solve the bad data problem with QuerySurge.

QuerySurge will help you:

But don’t believe us (or our clients). Try it for yourself.
Check out our free trials and great tutorial