Finding Bad Data in
Your Most Critical Systems
Uncovering Data Issues Before
They Derail Your Strategy
Technical Challenge:
Making Sense of Data Testing Results
In today’s data-driven enterprises, executive decisions hinge on the accuracy of insights drawn from analytics and business intelligence (BI) platforms. But what if the foundation — your data — is flawed?
The Challenge: Rooting Out Bad Data in a Cognitive Enterprise
Many organizations still rely on limited data sampling, often testing less than 1% of their total data.
That means up to 99% of data remains unchecked — leaving room for silent errors that can misguide major strategic initiatives.
Poor data quality is a primary reason for 40% of all business initiatives failing to achieve their targeted benefits. ”
The risk is real — and widespread.
The Stakes Are High
When critical decisions are based on flawed data, the consequences can be severe: missed revenue goals, failed initiatives, lost market share, and reputational damage. It’s time to challenge the outdated assumption that limited data testing is enough.
The QuerySurge Advantage:
Automated, Intelligent Data Validation
QuerySurge is the smart data testing solution designed to eliminate the guesswork.
It automates the validation of data across Big Data platforms, Data Warehouses, and BI systems — ensuring accuracy from source to target.
With QuerySurge, you can:
- Test up to 100% of your data, not just small samples.
- Pinpoint discrepancies instantly, down to the row and column.
- Accelerate validation efforts, enabling real-time feedback for your data team.
- Protect your business decisions with trusted, verified data.
See the Whole Picture — Not Just a Sample
Whether you’re preparing executive dashboards or feeding machine learning models, QuerySurge ensures your data is clean, consistent, and reliable. Don’t let bad data shape your company’s future. Empower your team to catch it before it causes harm.
Trust your data. Validate with QuerySurge.
But don’t believe us (or our clients).
Try it for yourself.
Check out our free trials and great tutorial
