Accounts receivable data is the collection of records regarding all payments that are due from customers. It includes the name of the customer, payment due date and amount due. Analyzing accounts receivable data can provide businesses with invaluable insights into their performance, enabling them to identify areas of improvement and take corrective steps.

The purpose of analyzing accounts receivable data is to improve financial performance. By understanding how quickly customers are paying their accounts receivable, businesses can improve cash flow and gain insights into their customers. Such insights can be used to set clearer payment terms, and ensure that customers are paying on time.

Prepare Financial Records

The first step to analyzing accounts receivable data is to prepare the financial records necessary to make analysis possible. The two most important steps to take when preparing the financial records are collecting all accounts receivable data and procuring the necessary software.

Collect All Accounts Receivable Data

Gathering the necessary accounts receivable data is a key part of preparing the financial records. This should include detailed information on each customer account, both current and past, as well as any invoices sent, payments accepted, and other related records. The data should be collected for the entire length of time being assessed and formatted in a way that makes it easy to analyze.

Procure Necessary Software

Once the data is collected and ready to be analyzed, the necessary software must be procured. Businesses should choose software that best meets their needs, as there are many options available. Software can be used to generate reports on the accounts receivable data, such as current accounts, late payments, and customer payment trends. This will allow businesses to understand their current accounts receivable situation and make informed decisions.

  • Choose software that best meets the needs of the business.
  • Generate reports to get an understanding of the accounts receivable situation.
  • Reports should include current accounts, late payments, and customer payment trends.

Utilizing the Right Tools

Analyzing your accounts receivable data to improve performance requires the use of the appropriate analysis tools. These tools need to be tailored to support your specific data needs while also securing accurate and timely results.

Choose the Appropriate Analysis Tool

When it comes to analyzing your receivable data, the right tool can make all the difference. You need a tool that is intuitive and provides relevant insights to allow you to make informed decisions. It’s important to evaluate the different tools available and select one that best fits your business model.

Make sure the tool also meets any applicable industry standards and regulations to ensure data accuracy. Take the time to understand what features are available and how they can be used to your advantage. For example, some software applications have specialized features that can make the data analysis process much simpler and more efficient.

Outline Necessary Data-Filtering Elements

Once you’ve chosen the right analysis tool, it’s important to set up the necessary data-filtering elements. Filtering elements allow you to quickly narrow down and focus on the most pertinent information within your accounts receivable data.

You can use filters in a variety of ways to get the insights you need. For example, you may want to filter to analyze data from a specific time period or customer segment. You may also want to use filters to highlight trends in customer payments or to identify any discrepancies in billing or payments records.

These filters will help make the data analysis process more efficient and effective, allowing you to take the necessary steps to improve performance quickly and accurately.

Build An Effective Dashboard

An effective account receivable dashboard is essential for any organization that wants to efficiently analyze and improve their accounts receivables. It is a powerful visual representation of the accounts receivable portfolio in one place, giving essential insight into the performance of the accounts.

Identify Key Metrics

When building an accounts receivable dashboard, it is important to identify the key metrics that will be included on the dashboard. These metrics could include debtor days, average collection period, aging analysis, total accounts receivable by customer and top accounts receivable. Having clear and relevant valuable information is essential to an accounts receivables dashboard.

Reflect Insights With Symbols

The visual representation of the dashboard should be easy to interpret and reflect changes in performance clearly. Symbols on the dashboard, such as traffic signals or smiley faces can be used to indicate how accounts are performing compared to previous period and what action is needed.

For example, a red traffic light can indicate accounts receivable that is overdue, yellow traffic light can indicate accounts receivables that is nearing due date and a green traffic light can indicate accounts receivable on time or early paid. Similarly, a green smiley face can be used to indicate accounts receivable which are paid on time or before their due date, a yellow smiley face can indicate accounts receivable that is near its due date and a red smiley face can indicate overdue accounts receivable.

By adding symbols to the dashboard, organizations can easily monitor and measure the performance of their accounts receivables. This can help to make the necessary adjustments to improve performance and provide valuable insights into the accounts receivable portfolio.

Analyze the Data

Accounts receivable data is collected over time to identify trends, analyze customer payment performance, and uncover potential problems. The resulting analysis can then be used to better manage collections and offer solutions to slow-paying customers. Here are two steps to help get you started.

Examine Payment History

Taking a close look at payment history can guide your analysis of accounts receivable data. Start by analyzing the overall payment pattern to identify any trends or patterns. This can be done by creating various types of reports, such as summaries by customer or over a certain period of time. Doing this will help you get an overall understanding of the payment behavior and performance of each customer.

Uncover Hidden Problems

A deeper dive into the accounts receivable data can help identify hidden problems that may not be apparent in the payment summary report. To uncover these issues, analyze the data against a range of criteria such as payments that are overdue by more than a certain number of days, payment amounts that are higher or lower than usual, or customers with multiple overdue payments. Keeping track of these types of patterns can be difficult and time-consuming, but they can lead you to important insights that can help improve overall performance.

  • Create payment summary reports by customer or over a certain period to get an overall understanding of payment behavior.
  • Analyze the data against a range of criteria to discover hidden problems.
  • Look for patterns of payments that are overdue by more than a certain number of days, payment amounts that are higher or lower than usual, or customers with multiple overdue payments.

6. Track Performance

It is important to track performance when it comes to managing accounts receivable data. Tracking performance will help you better understand how well your business is operating and what areas may require additional resources or changes. Here are a few ways to track performance and ensure that accounts receivable goals are being met:

a. Monitor Accounts Receivable Performance

First, you should monitor accounts receivable performance. This can be done by closely tracking cash flow, invoices, and any other relevant accounts receivable activities. This can help you identify any areas where performance may need to be improved. Additionally, you can use metrics such as days sales outstanding (DSO), dollars per person, and dollars per day to determine how well accounts receivable is performing.

b. Update Performance Goals

Next, you should review and update performance goals for accounts receivable. Depending on the performance metrics you are using, you may want to set targets for DSO, dollars per person, or dollars per day. You can also review any accounts receivable policies that have been set and make changes if necessary. Finally, you should review any current accounts receivable trends and use them to inform your goals and strategies.


Accounts receivable data can be a powerful tool to measure, track, and improve the performance of your business. By analyzing this data, you can increase your understanding of customer activity and identify areas in which you can streamline and optimize operations.

This article has explored the importance of analyzing accounts receivable data and offered key strategies that business owners and financial professionals can use to effectively leverage it.

Review of Key Takeaways

  • Accounts receivable data provides insights into customer behavior and allows businesses to measure their performance.
  • Business owners should leverage analytics tools to process accounts receivable data and gain insights.
  • Analyzing accounts receivable data can help business owners identify potential cash flow issues and set payment terms.
  • Financial professionals can use dashboards to automate the process of analyzing accounts receivable data.

Emphasize Ongoing Analysis

Accounts receivable data should be monitored and analyzed on an ongoing basis to ensure that cash flow issues are identified and addressed quickly. Additionally, by taking the time to analyze accounts receivable data, business owners and financial professionals can continually refine their strategies for managing customer payments and optimizing their operations.

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