Why data quality is now a regulatory control

by Catherine Leonard 4 min read August 13, 2026

Regulation is no longer just about policies, paperwork and audits. It is increasingly about data.

If your organization needs to meet requirements such as the Basel Committee on Banking Supervision’s Principles for effective risk data aggregation and risk reporting (BCBS 239), the General Data Protection Regulation (GDPR), the California Consumer Privacy Act (CCPA) or new environmental, social and governance (ESG) expectations, you need to show that the data behind your controls is accurate, complete and reliable. It is not enough to have controls in place. You also need to prove the data supporting them can be trusted.

That is why data quality is no longer a back-office technical task and is becoming a core regulatory control.

Why regulators are looking more closely at data

Regulators are asking tougher questions:

  1. Can you trace reported figures back to source systems?
  2. Can you show that data is consistent across different platforms and teams?
  3. Can you spot and fix errors quickly?
  4. Can you explain how data moves, changes and is used?

These questions matter because weak data creates real regulatory risk. Inaccurate financial reporting, incomplete customer records and poor visibility across systems can all undermine compliance efforts, including know your customer (KYC) and anti-money laundering (AML) processes.

Why a reactive approach no longer works

Many organizations still handle data quality reactively. When a problem appears, one team fixes it. But without a broader approach, the same issue often appears again in another system, process or team.

Today, you need to build data quality into the full data lifecycle. That means monitoring data continuously, applying consistent rules, and automating validation, cleansing and enrichment wherever possible. It also means making every step visible and explainable.

Benefits of turning data quality into a control framework

When you treat data quality as a control, you move from reacting to issues to preventing them.

That shift helps you:

  • Reduce compliance risk
  • Produce more consistent, audit-ready reporting
  • Improve trust in the data used across your business
  • Respond faster to regulatory questions

It also helps your teams spend less time correcting problems and more time acting on reliable information.

How Experian helps your build trust in your data

Experian helps organizations put data quality into practice as a structured, repeatable control framework.

With Aperture Data Studio, you can profile and explore complex data, uncover anomalies and spot hidden relationships across systems. That gives you a clearer starting point, especially when legacy platforms and silos make it hard to see what is really happening in your data.

Aperture Data Studio allows you to define and apply standard rules that support regulatory expectations. Instead of relying on manual checks or disconnected processes, you can monitor data continuously and produce consistent, audit-ready outputs.

  1. Improve accuracy at scale

    Reliable reporting starts with reliable inputs. Trusted data quality helps you cleanse, standardize and enrich data at scale, including capabilities such as address validation, deduplication and data enrichment. That helps you keep customer and operational data accurate and consistent. In areas such as AML and KYC, even small improvements in data accuracy can make a big difference. You can reduce false positives, improve risk detection and strengthen compliance processes overall.
  2. Create a clearer view of customers and counterparties

    Many regulations depend on having one accurate view of a customer, counterparty or exposure. Matching and entity resolution capabilities help you connect fragmented records across systems with greater precision. That makes it easier to spot relationships, reduce duplication and avoid missing the links that matter most.
  3. Make your controls easier to explain

    Strong controls need strong visibility. Regulators expect you to explain how data is created, transformed and validated. To accomplish this, you’ll need data lineage and governance capabilities that help you document rules, transformations and controls clearly. That visibility makes it easier to answer regulatory questions and demonstrate confidence in your data processes.

Compliance is only part of the value

Better data quality does more than support compliance. When your data is trusted, you can make decisions faster, reduce manual effort and improve the experiences you deliver to customers. What starts as a regulatory requirement can quickly become a business advantage. In other words, data quality does not just help you stay compliant. It helps you work smarter and compete more effectively.

As regulation evolves, organizations need to see data for what it is: the foundation of compliance. By identifying critical data elements, setting clear quality standards and monitoring data continuously, you can turn data quality into a stronger control. With the right tools in place, that control can scale with your business.

Data quality is no longer just a supporting function. It is becoming one of the clearest ways to build trust, improve resilience and turn compliance into competitive advantage.


Get in touch with a data expert to explore how Experian can help your organization.

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The Value of Address Verification

What’s happening in the world of contact data verification? Why is it important? And what should you be looking out for? When address validation first became a product, the focus was on increasing the effectiveness of direct mail campaigns and ensuring delivery of important account notifications and legal documents. But times have changed and while these are still important reasons for employing an address validation solution, there are now even more reasons and benefits. Address validation enables eCommerce With the advent and rapid growth of eCommerce, the capacity of carrier services to deliver packages within a short timespan became stretched and the services offered were too limited to meet all needs. This created the need for third-party logistics companies and greater use of traditional business carriers, such as UPS and FedEx, for residential deliveries. In turn, these alternatives often charge fees returning undeliverable mail or to correct inaccurate mailing addresses. In recent years, these fees have become substantial, and vendors are turning to address validation to help reduce or avoid such charges. Originally viewed as a distant competitor for brick-and-mortar retailers, eCommerce has since become a vital component for omnichannel retailers hoping to not only gain business growth from their eCommerce channel but also to drive traffic to their stores via “buy online and pickup in store” and “curbside pickup” options. Digital acceleration, as evidenced through the growth of eCommerce, has reduced the timescale during which it’s acceptable to verify the accuracy of information, from days or weeks to seconds. You need the correct consumer contact data right now. Verifying the reliability of consumer contact data regularly used to be entirely adequate. Now, with consumers expecting to be able to make substantial purchases or open accounts online within minutes, the need for real-time validation and authentication has also become important. The bottom line: Implement an easy-to-use address verification software that quickly identify errors at the point of capture. Make sure the solution can also validate and format stored addresses to meet the standard address format. Not only will the fix and verify an address that a customer enters but you will also see a significant ROI on eCommerce, direct mail campaigns, and more. Reliable address data results in high ROI In today’s world, address validation software is even more valuable to digital acceleration. This helps you see higher ROI on eCommerce deliveries and can also be used to better understand who your customers are, even in a digital market. Address verification is a key component of identity matching—a way to ensure that enrichment data, such as demographic information, credit/income bracket, and lifestyle segment data, is correctly assigned. Data enrichment gives you a sense of what they really care about. Pair that with the right customer address, you have consumer psychographics and demographics to properly target them through preferred channels, like eCommerce, and deliver a personalized customer experience through marketing efforts. Of course, having accurate customer data also makes the marketing and eCommerce budget go further for all the reasons we listed above and way more. Here’s an example: Without accurate customer data—contact and enriched information—special offers designed to acquire new loyalty program members or first-time subscription service users can be taken advantage of by existing customers signing up under different names, family member names, or variations of their own name. A quick check of who’s already signed up at their address can help reduce the occurrence and also make sure that you are targeting your customer base with a message that will resonate. Reasons why you want address verification Accurate address data is the foundation of efficient operations and positive customer experiences. As organizations increasingly rely on digital channels, validating addresses at the point of capture helps ensure customer information is correct from the start. Address verification can help organizations: Reduce delivery failures by ensuring packages, statements and important communications reach the intended recipient the first time. Lower operational costs by minimizing returned mail, address correction fees and the time spent resolving delivery issues. Support a seamless customer experience by preventing delays caused by incorrect or incomplete address information during checkout, registration or account creation. Improve marketing performance by ensuring campaigns reach the right audience and reducing wasted spend on undeliverable mail. Strengthen customer data quality by standardizing address information and creating more accurate customer records across systems. Enable better business decisions by providing reliable location data that supports customer analytics, demand forecasting, territory planning and service optimization. Without address verification, organizations may experience: Increased returned mail and undeliverable shipments. Higher shipping and address correction costs. Duplicate or incomplete customer records. Delayed customer communications and fulfillment. Reduced marketing effectiveness due to inaccurate contact data. Poor customer experiences that can impact trust and loyalty. By validating addresses in real time and maintaining accurate records over time, organizations can improve efficiency, reduce unnecessary costs and build a stronger foundation for customer engagement. How Experian can help Maintaining accurate address data is essential for improving operational efficiency, reducing delivery issues and creating better customer experiences. Experian’s address verification solutions help organizations validate, standardize and enrich address information at the point of capture and across existing databases. Whether you’re verifying addresses in real time during online transactions or cleansing large volumes of existing customer records, Experian’s solutions help improve data quality, reduce costly errors and support more reliable business processes. By ensuring address information is accurate and complete, organizations can streamline deliveries, improve customer communications and make more confident, data-driven decisions. Contact us to learn more:

August 16, 2026 by Ashly.Arndt@experian.com

The Consumer Financial Protection Bureau’s (CFPB) Regulation F transformed how debt collectors communicate with consumers by establishing clear rules for digital outreach. Today, email, text messaging, phone calls, and certain social media communications remain valuable tools for engaging consumers while maintaining compliance with the Fair Debt Collection Practices Act (FDCPA). As digital communication continues to shape customer expectations, organizations have an opportunity to improve engagement, streamline operations, and enhance the consumer experience—provided they have accurate contact data and compliant communication practices in place. What is Regulation F? Regulation F is the CFPB’s implementing regulation for the FDCPA. It establishes guidelines for how debt collectors communicate with consumers across both traditional and digital channels. The regulation permits collectors to communicate through channels such as: Email Phone Text messaging Certain social media platforms At the same time, Regulation F includes safeguards designed to protect consumers from excessive or unwanted communications. How does Regulation F work? Regulation F is the CFPB’s implementing regulation for the FDCPA. It establishes guidelines for how debt collectors communicate with consumers across both traditional and digital channels. The regulation permits collectors to communicate through channels such as: EmailPhoneText messagingCertain social media platforms At the same time, Regulation F includes safeguards designed to protect consumers from excessive or unwanted communicationsRegulation F outlines requirements for both the frequency and manner of communications with consumers. For telephone communications, collectors are generally limited in how often they may attempt to contact a consumer regarding a specific debt. The rule creates a presumption that a debt collector violates federal law if they place more than seven telephone calls within seven consecutive days about a particular debt, or within seven days after having a telephone conversation with the consumer regarding that debt. These telephone call limits do not apply to email, text messaging, or social media communications. However, digital communications are subject to their own compliance requirements. For example, electronic communications must provide consumers with a clear and simple way to opt out of future messages sent to that email address or phone number. Consumers may also use these channels to refuse payment or request that communications cease, consistent with the FDCPA. Organizations that incorporate digital outreach into their collections strategy should ensure their communication practices align with Regulation F while providing consumers with a positive, transparent experience. Regulation F in today’s collections environment Digital communication has become an established part of collections operations. Many consumers prefer the convenience of email or text messaging over traditional phone calls, making accurate digital contact information increasingly important. As organizations expand their digital collections strategies, success depends on more than simply adding new communication channels. High-quality consumer data helps improve deliverability, reduce operational inefficiencies, and support compliance efforts by ensuring communications reach the intended recipient. How Experian supports compliant digital collections A successful digital collections strategy depends on reaching consumers through accurate, reliable contact information. Experian’s email append and verification solutions help organizations improve email coverage, validate deliverable addresses, reduce bounce rates, and support compliance efforts with higher-quality consumer data. By strengthening the accuracy of customer records, organizations can communicate more confidently while improving the effectiveness of their digital outreach. Why data quality matters A successful digital collections strategy begins with trusted consumer data. Accurate email addresses help organizations: Improve consumer engagement Increase email deliverability Reduce bounce rates Support regulatory compliance Create a better overall customer experience Improve operational efficiency With more than 20 years of experience in data quality, Experian helps organizations communicate with greater confidence through industry-leading email verification and email append solutions. Looking ahead Regulation F established a framework that continues to support compliant digital communications in debt collection. As consumer preferences evolve, organizations that combine compliant outreach practices with high-quality contact data are better positioned to improve engagement while delivering a more seamless customer experience. Experian’s email verification and append solutions help organizations build stronger digital collections strategies by providing accurate, actionable consumer contact information. Fill out the form to learn more:

August 16, 2026 by Ashly.Arndt@experian.com

Having two addresses may sound unusual, but for many people and businesses, this is quite common. Different addresses have different functions and purposes. When trying to reach customers, many businesses often mix up mailing addresses and physical addresses. If you are a business trying to deliver the best service possible while maintaining efficient operations, this distinction matters. Sending a package to the wrong address could be wasting your business’s time and money, so it is crucial to understand the differences between the two and know how to prevent yourself from unnecessary confusion. The difference between a physical address vs. a mailing address With growing populations in urban centers and a constant flow of mail, postal carriers need to maximize their efficiency and cannot reach every single physical address. Knowing the difference between a mailing address and a physical address is important for helping you to both properly send and receive mail. The following distinctions can help you plan your next mail campaign and avoid wasted resources. What is a physical address? A physical address is a location either where a person lives or a business conducts its operations. Your physical address also determines your governing jurisdiction, dictating which entity you pay taxes to, what laws you follow, and what services or utilities you have access to. Many times, you can receive mail at a physical address, but there are restrictions that can prevent an individual or business from doing so. If a physical address is an office within another building or a home within a larger complex, mail may not go directly to the physical address for the convenience of the postal carrier. This is where a mailing address comes in. What is a mailing address? Although a mailing address can be the same as a physical address, it can also be completely removed. A mailing address may refer to anything from a post office where a resident receives mail to a corporate business park where a business has large packages sent. Unfortunately, a mailing address can only be used for receiving mail and cannot be used for other administrative tasks like registering a business or proving residency in a state. The most common example of a mailing address is a PO box. However, a PO box can only receive postal mail, and carriers like FedEx and UPS will not deliver packages to mailing addresses. Fortunately, there are other third-party companies working to fill in this gap and get packages to their final destination. Why might a physical address and mailing address be different? In some cases, a mailing address may exist to make mail delivery more efficient for a postal carrier, while in others, a separate mailing address is beneficial for the person who is receiving the mail. The following are some of the most common reasons that a person’s physical address and mailing address may differ. Your physical address is in a weather-challenged area The United States Postal Service (USPS) is remarkably efficient. However, sometimes weather obstacles are too much. In areas where frequent snowfall or other weather events make it difficult for carriers to reach the physical address. An example of this might involve mail being delivered to a central lower-elevation location for houses up on mountain roads or in widespread rural areas. You have a unique ZIP code ZIP codes are assigned to various areas throughout the US to help the USPS route mail to the proper locations more efficiently. In special cases where a large recipient receives large amounts of mail, the area will be given a unique ZIP code. This is common for large businesses, universities, and government agencies. If you reside in one of these areas, then your mail will be directed to that entity’s postal location instead of directly to your physical address. The organization or business then distributes the mail depending on their policies. You have a military address Similar to cases with unique ZIP codes, if you reside within a military base, then the mail will be delivered to the military post office or location that receives mail. Once the military post office receives the mail, it will be distributed based on their policies. You use a PO box PO boxes are typically held in a section of a post office or in a third-party business that rents them out. You are given a key to a mailbox and can come by periodically to check on it. PO boxes are often useful for those who live with others or don’t feel comfortable receiving sensitive mail at their physical address. Having a locked mailbox at a separate location helps provide an extra sense of security and protection over important mail. It also allows you to receive mail without disclosing your physical address. You have a new street address In 2013, the USPS changed its mail delivery policy for new addresses. Instead of delivering from door to door, the USPS announced it would deliver to centralized mailboxes. Therefore, in newer housing communities or apartment complexes, mailboxes are all located in one centralized location instead of at each home. This policy helps save the postal carriers time by not having to commute door to door. What is a virtual address? A virtual address is similar to a mailing address in that you can receive mail at a location where you do not need to be physically present. Having a virtual address is helpful for individuals who own small businesses or LLCs, as it can also be used to register your business like a physical address. Using a virtual address can provide multiple advantages, like: Offering additional beneficial services like storage or outgoing mail services Saving time and money Allowing you to receive both mail and postal packages Providing credibility to your business Why is it important to know the difference? Mixing up a mailing address with a physical address can be costly. Not only do you lose the money spent on shipping fees and return fees, but you also waste time and resources that could be spent elsewhere on correcting the mistake. By getting the addresses right the first time, you can focus on what really matters—connecting with your customers and planning your next business moves. Unfortunately, in many cases, it can be impossible to tell the difference between mailing addresses and physical addresses just by looking at them. On the bright side, Experian’s address verification and real-time validation tools make it easier to decipher between the two, allowing you to reach customers without skipping a beat. These tools also help you to keep your address lists clean over time, allowing you to avoid holding on to outdated or improperly formatted addresses in your database. As a result, you can have consistently more reliable information and make more informed decisions about those you serve. Keep track of all your addresses with ease When operating a business, you can’t afford to act on the wrong information. Save your business from wasting the time and resources spent on return mail by using the right tools to maintain clean and accurate address lists. At Experian, we offer a number of address cleaning services to keep your business operating at its best. Contact us today to learn more about you can leverage these solutions for your sustained success.

August 15, 2026 by Ashly.Arndt@experian.com

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