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Monitor your data quality

Imagine getting to a place where you can predict data issues before they pop up. Well don’t just imagine it—our data monitoring software will get you there.

Find out how we help with data monitoring

How data monitoring works

Your organization’s data is a valuable asset that can be optimized to drive greater success. Because of this, it’s imperative that the quality of your data is high and data policies are adhered to.

Data monitoring software proactively analyzes your data to ensure that it is accurate and fit for purpose. Our data management system allows you to monitor data at any time and from any location using dashboards, alerts, and reports. Our data monitoring services include automatic alerts, audit trails, issue resolution, and data policy enforcement.

Our monitoring and resolution tool features allow you to have round-the-clock control over the quality of your data. This is especially critical for organizations who are embarking on data governance or data management initiatives. 

Hi, I’m Rishi Patel, Strategic Technical Manager at Experian Data Quality. For this video, I’m going to take you through the data monitoring capabilities of Experian Pandora. I’m going to show you how easy it is to apply data quality rules, add business measures to them, and track them over time.


As you can see, I’ve already created a few business rules and have some scores against them. At any point I can edit those rules and change the thresholds against them. Here we’re fairly strict, so I can loosen that. Identify which records will fail, which will be marked as amber, or will pass. At any point, I can also edit any of the existing business transformations.


Creating new rules is very straightforward. You can add a new rule over here. In this example, I want to check for valid zip code formats within my data. We have full access to all the functions available within Pandora, or any that you create. For this example, I want to make sure that zip codes match the expression or the pattern of a valid US zip code format. And rather than looking across my entire data set, I can create filters and limit them only to a subset; in this example, USA only. The column that I want to check will be the postcode, and the expression that I want to search against will be USA zip code. Creating that rule will create a score, and we can interactively see which rows failed to highlight those data quality issues.


One thing to note, however, is the scores are identifying here are the count of the values or rows that failed or passed within the data set. But that doesn’t give us any real context around how valuable those effective customers are and what they mean to my business.


Let’s look at the example of email addresses. Having a look at the dashboard we can see that there are rows that have failed, but we don’t have any context into how valuable those customers are. However, within Experian Pandora, we can add that context. Editing this rule and this table, we can put a measure against these rules. In our case, we do have the number of sales that were made over the course of a year. If I go save that and look at our rules, we can see that the overall data quality score has dropped from a 99% to a 97%. Looking at this particular example and the failed rows, we can see that there are some very high value customers that don’t have a valid email address. With this information, we can prioritize which elements of our data we want to fix first.


Another important feature is better understanding how our data quality is changing over time. Looking at our email example, we can view those changes every time data is loaded into Pandora and whether the data quality is increasing or decreasing over time.


That was a brief demonstration, but I hope it gives you a good idea of how Experian Pandora can help you monitor your data quality. 

24/7 data monitoring


Quality control


Promote business agility


Maintain consistent, high quality data. Use data monitoring software to get you there. Contact us to see how.

Take less time to pinpoint data issues

of business users say data preparation takes up vast amounts of business time.

  • Easily apply rules and track data quality
  • Be alerted to unusual data quality issues before they negatively impact your business
  • Avoid time-consuming data preparation tasks


“Ignorance is bliss” should never be a business’s tagline. Understand your most valuable asset—data—with data profiling software. Identify relationships, pinpoint outliers, and create rules to set quality control standards to get the most out of your data.

Never be out of the loop


Consistency is never a bad thing, especially when we’re talking data. When information is entered in as many formats and through as many channels as it is, making sure data is consistent is essential for finding and correcting errors. 

Ensure data consistency


Ensure a consistently high quality of contact data. Cleanse address, email, and phone records before use and make bad data a thing of the past. With real-time verification, automated batch file processing, and hands-on professional services offered, we make data cleansing easy.

Sweep bad data away

Data management

For businesses who want more control over their data, this is for you. Analyze and profile large volumes of data. Find relationships and trends in data from different sources. Save time spent on processing data and use it instead to act.

Gain actionable insights from your data

View the full feature set

Often, data is divided amongst departments or buried in SQL databases, where knowledge of coding is needed to get to what you want. If that sounds like what you’re dealing with, boy do we have a solution for you.

Don’t let data quality fall by the wayside

Discover Experian Pandora for yourself

Learn about Experian Pandora


See how Experian Data Quality supports proactive data management.

Our data monitoring software keeps you aware of the health of your data at all times. You set the rules and conditions for how you want data to enter and reside in your database, and our software alerts you anytime there are discrepancies for quick-as-lightning issue resolution. Want to learn more?