Retail Data Quality

How To Greatly Improve Your Retail Data Quality

Revenue assurance is one of retail’s primary focuses. 

Our retail clients use exMon to monitor multiple cash registers (or tills) to ensure that every transaction is posted correctly. 

Other common issues they face is data integrity from master to tills, inventory inspection, and unusually high discounts

exmon Retail Data Quality

Examples of controls our retail customers have implemented:

Revenue Assurance:

  • Quantity inspection per invoice line
  • Missing invoice headers or lines from cash register (Till) or POS
  • Duplication of invoice headers or lines from cash register (Till) or POS
  • Inventory assurance in stores
  • Sales that take a long time on POS
  • Unusually High Discounts
  • Data integrity between master, store, and tills (Items, Resources, Prices, Discounts, etc.)


  • Missing Business-, Product- or Inventory Posting Group in ERP
  • Unapproved bills from vendors close to the due date
  • Computer hardware (CPU, MEM, and DISK) usage on POS
  • Database size on POS machines


  • Inventory expiration date check
  • Inventory comparison between ERP and Supply Chain solution
  • Monitor price changes from vendors

Learn How Our Customers Are Using eXmon

See how exMon Data Quality can help you fix and maintain quality financial data.

Manage all your budgeting and forecasting processes. Find issues and missed submissions before its too late.

Our customers in retail use exMon to monitor cash registers and back-office systems. Monitor supply chain processes, inventory levels, and unusually high discounts

Know more about how pharmaceutical companies use exMon to make sure project data is being maintained correctly.

Learn more about how Vodafone is continuously monitoring their data and services with an emphasis on customer happiness, revenue leakage, and fraud monitoring

See how Atlanta Air is detecting fraudulent bookings,monitoring loyalty club transactions, and keeping eye on aircraft maintenance schedules.

Detect irregularities in access to key systems and platforms.

Detect fraud and misuse leaving footprints in your.

Find out how you can better govern your Master Data with the exMon

How Can I start Improving My Data?

Schedule a demo

Request a live demo to see how the exmon Data Governance Suite can help your company improve business and master data.

Sign up for a pOC Using your data

We can use your data to demonstrate how our tools can help you improve data quality. 

We set everything up for your environment

We configure the system to your needs and show you how to administer the system yourself.

You start improving your data

Once the system is installed in your environment you can start setting up processes to improve your data.