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:
- Can you trace reported figures back to source systems?
- Can you show that data is consistent across different platforms and teams?
- Can you spot and fix errors quickly?
- 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.
- 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. - 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. - 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.
Using address validation, you can increase your chances of successful mail delivery by having the correct formatting, street, city, and postal code information. Incorrect address information can lead to returned mail and increased shipping costs. You can confirm your address information before sending packages or letters to improve successful deliveries and lower overall shipping costs. What is address validation? Address validation or verification will check that your mailing address list has data tied to real locations and is appropriately formatted. Manually validating addresses is time-consuming and prone to errors, but address verification software, such as Experian’s Delivery Point Validation (DPV®), automates this process, delivering accurate and clean address lists. Why does address verification matter? Address verification is not just a good practice, it’s vital to your organization for many reasons, such as different countries’ varying formats and standards. The variation in formatting means your organization should verify your customers’ addresses, especially when shipping internationally. For example, in the U.S., residential addresses follow this format: [Recipient][House or building number] [Street name][Secondary address information][City] [State][ZIP code] For example, a personal home address in the U.S. could be: Ms. Sarah Jane Smith 11 Torchwood StreetApt 4New York City, New York11377 However, in the U.K., residential addresses follow this format: [Recipient][Building name; not all addresses have this][Street name][Postal town/Town/City][County; not needed][Postal code][Country name] An example could be: Mr. Mickey Smith1 Cardiff WayAbbots LangleyWD5 0TTUnited Kingdom Although each country has its own standard formats, addresses can be written in various ways, so knowing how to verify proof of address is necessary. For example, the country you’re in and the country you’re mailing to can change how you write an address. However, not only can a country’s address formatting affect your address list. You might receive a different format depending on where you got the address. Finding addresses from a business card, postal authority, or email signature will all vary in format. Also, an address format may be outdated if you received the address years ago. Any of these factors could cause your deliveries to be delayed or returned to you. Knowing how to verify an address before sending is the best way to guarantee your contact list is up-to-date, accurate, and formatted correctly. How does address verification work? Address verification will check a mailing address against postal data from over 240 countries, fixing formatting and spelling errors. It minimizes potential mistakes when customers or call center reps enter addresses, making sure businesses have valid customer data. With the amount of address changes that happen on an annual basis, address validation software is crucial to your organization. Since address validation maintains accurate customer data, customers will have a more positive experience interacting with your company. Verify your mailing address list with Experian At Experian, we use the latest address data to help clean and update your address lists. Our software identifies issues, like incorrect formatting, and fixes them so your mail and packages get to your customers the first time. How to validate my address lists There are two easy ways to verify any mailing address data in your contact lists. The first is to use a USPS® address verification tool, which verifies US-based and international addresses in batches. The second method uses an address validation API that connects to your website, application, or other technology to validate addresses in real-time. 1) Use a USPS® address verification tool To confirm that your address list has the most up-to-date and complete data, address verification providers partner with the United States Postal Service (USPS®) for U.S. addresses. To verify international mailing address data, the USPS® partners with regional postal authorities to check that addresses adhere to the correct formats for those countries. Experian address verification identifies, corrects, and formats addresses while completing any missing address elements. You can use this type of address verification solution for many situations. List processing services like batch address validation from Experian make it easy to verify a list of addresses quickly. The process involves flagging inaccurate addresses in your list and then correcting mistakes in the flagged addresses. You also get a detailed breakdown of your addresses to see which are ready to get mail and which need attention. This processing service is helpful if you must check a mailing address list for an alumni reunion or corporate event or to use in marketing communications to save time and money. 2) Use an address verification API An address verification API is a more technical solution than list processing to check mailing address data. Your API still uses datasets from the USPS® and other regional postal authorities so that you have the most up-to-date address information. However, it can be integrated into your existing technical environments for real-time address data management. Adding an API to your website or application automatically verifies addresses as they come in, reducing human errors and eliminating inaccuracies before reaching your contact list. Think of real-time validation as a long-term solution to address management. Instead of checking address lists in batches, your addresses come into your database clean and ready to go. Address verification APIs can be integrated into web forms, CRMs, and internal applications almost anywhere you collect address data to capture verified postal addresses. If your business has had problems with figuring out how to verify proof of address, an API can help you manage incoming addresses proactively. Using a USPS® verification tool or address verification API helps guarantee your deliveries get sent to the right place, whether you’re mailing corporate event invitations, tax documents, or customer orders.Ready to see how Experian’s data quality experts can help you clean and verify your address lists Contact us today to learn how we can help you verify proof of address and keep your address data complete and up-to-date.
Every interaction with your customer counts—especially in the competitive realm of e-commerce. As more transactions and customer interactions move online, email has become a deal breaker channel for communicating with current and would-be clients. Whether it’s a promotional offer, an order confirmation, or a customer support response, emails help keep customers both informed and engaged throughout the process of online shopping. But what happens when those emails don’t reach their destination? Invalid or incorrectly entered email addresses can lead to missed opportunities, frustrated customers, and wasted marketing resources. This is where email verification becomes essential. By ensuring that every email address in your system is valid and deliverable, you’re setting the stage for improved customer experiences, higher conversion rates, and ultimately, greater e-commerce success. In this blog, we’ll explore how email verification can positively impact your business, how it improves customer relationships, and why email validation can—and should—be an essential part of your e-commerce marketing strategy. What is email verification for e-commerce? Email verification is the process of validating email addresses provided by customers during registration or checkout. It ensures that email addresses are accurate, correctly formatted, and belong to real inboxes. This process helps e-commerce businesses reduce errors, avoid delivery failures, and improve the quality of their customer database. For e-commerce, effective email communication is essential for customer retention, marketing, and support. Without email verification, businesses risk wasted marketing efforts, frustrated customers, and overall lost sales. By investing in email verification, businesses can more effectively enhance customer relationships, optimize marketing, and boost operational efficiency as a whole. The top challenges e-commerce businesses face without email validation While email may seem like a routine tool, an inaccurate email list can be disastrous for e-commerce companies. From missed communications to tarnished reputations, let’s delve into the key challenges faced when email verification is neglected: Missed opportunities due to failed deliverability The most immediate consequence of not verifying email addresses is undeliverable emails. Whether due to a typo or receiving a fake email, these invalid addresses prevent your messages from reaching your customers. In e-commerce, this can mean missing important transactional emails like order confirmations, shipping updates, or special promotions—essentially, you are cutting off a channel of communication between you and your customers. When it comes to your bottom line, this loss of communication can directly impact sales and customer satisfaction. Damaged reputation and increased spam complaints Sending emails to invalid or non-existent email addresses doesn’t just affect your marketing campaign success; it can also damage your sender reputation. Internet service providers (ISPs) monitor how many of your emails are successfully delivered, and a high bounce rate can push your messages directly into spam folders. This reduces the overall effectiveness of your email marketing and can even prevent future messages from reaching inboxes altogether. Wasted marketing spend Investing in email marketing campaigns only to have them land in invalid inboxes wastes valuable resources. Even with well-crafted campaigns, marketing efforts are undermined when sent to customers who are unreachable. The result is lower open rates, higher bounce rates, and decreased return on investment. Inaccurate customer data and analytics Invalid emails impact more than just communication; they also skew the data. If your email list is not accurate, your analytics will be off. This makes it challenging to track real customer engagement, sales, and conversion rates. Over time, this can lead to ineffective marketing strategies based on flawed data, ultimately hindering long-term growth. How e-commerce email validation boosts business success Invalid emails impact more than just communication; they also skew the data. If your email list is not accurate, your analytics will be off. This makes it challenging to track real customer engagement, sales, and conversion rates. Over time, this can lead to ineffective marketing strategies based on flawed data, ultimately hindering long-term growth. Improved customer experience When a customer provides an invalid email address during checkout, it can prevent them from receiving important order details or promotional offers. Fortunately, optimizing the checkout process for e-commerce platforms is made easier with data validation solutions. Email verification ensures that you only store valid and reachable email addresses, allowing you to offer a seamless and personalized customer experience. With accurate communication, customers can stay informed, enhancing their satisfaction with your business and boosting customer loyalty. Higher engagement and conversion rates Email marketing is a highly effective way to convert prospects into paying customers. However, an email list filled with invalid or fake addresses only hinders your efforts. By verifying emails at the point of entry, you ensure that your marketing campaigns reach the right people, which directly impacts open rates, click-through rates, and conversions. Better engagement with genuine customers naturally leads to higher conversion rates and an improved ROI. Reduced bounce rates and improved deliverability Bounce rates are one of the key indicators of email list health. A high bounce rate—especially one caused by invalid emails—can damage your reputation with ISPs. Email verification significantly reduces bounce rates by preventing invalid email addresses from entering your database in the first place. As a result, your messages are more likely to be delivered successfully, leading to better outcomes for your email campaigns. Cost savings and efficiency By filtering out invalid email addresses at the point of entry, you save money on wasted marketing resources. When you ensure that every email you send has a better chance of reaching the intended recipient, you can focus your efforts on high-quality leads, improving both cost efficiency and campaign success. Better data quality for enhanced analytics When your email list is accurate, you can trust your data. With a verified and clean database, you’ll have more reliable insights into customer behavior, campaign performance, and sales trends. This accurate data allows you to make informed decisions about future marketing strategies, ultimately leading to better business outcomes. Best practices for email verification in e-commerce To reap the full benefits of email verification, e-commerce businesses should implement the following best practices: Verify emails at the point of entry To prevent invalid or incorrect emails from ever entering your system, integrate email verification at the point of entry on your website. This could be at the checkout, registration, or subscription form. Verifying emails in real time helps to ensure that you only collect valid data and reduces the risk of sending emails to incorrect addresses. Use a reliable email verification service Manual email verification is time-consuming and inefficient, especially for large e-commerce businesses with high volumes of customer interactions. Using an automated email validation solution can help you streamline the process. These tools check the accuracy of email addresses in real time, reducing human error and ensuring the quality of your email list. Regularly clean your email list Even with real-time verification in place, it’s important to periodically clean your email list. Email addresses can become invalid over time due to user inactivity or changes in email providers. Regularly removing old or invalid emails helps to maintain a healthy, high-performing list. Power e-commerce success with Experian’s solutions Email verification for e-commerce is more than just a technical necessity—it’s a strategic tool that can directly impact your business’s success. By ensuring the accuracy and validity of email addresses, businesses can reduce costs, improve customer relationships, increase marketing ROI, and enhance the overall customer experience. Ready to improve your email validation process? Connect with an expert today to learn more about how our solutions can drive e-commerce success.
Data is one of the most valuable assets a business can have—but only if it’s reliable. Organizations rely on data to understand customers, make informed decisions, improve operations, and drive growth. However, inaccurate, incomplete, or outdated information can lead to missed opportunities, inefficient processes, and costly mistakes. So, what makes data reliable? And how can you tell whether the information your business relies on is trustworthy enough to support confident decision-making? Let’s explore the key characteristics of reliable data and why they matter. Key characteristics of reliable data every business should know 1. Accuracy Think about the number of times you’ve moved, changed your number, or created a new email. If you’ve altered your personal data in any shape or form over the years, chances are that your customers and prospective clients have, too. While you may think that having extensive data puts you one step ahead of your competitors, you can only begin to rely on the data you have when you are confident that it is accurate and represents your users’ current information. Since data quality is directly correlated to the precision of the data your business possesses, accuracy is the foundational characteristic of reliable data that your business should prioritize when formulating a data management plan. 2. Completeness Complete data is oftentimes the most effective data. While it’s great to have a user’s phone number, address, or any other single piece of information attached to their name in your CRM, you’ll often find that the data with the highest reliability is typically fleshed out and complete. Why does complete data matter? Access to comprehensive data allows you to reach your audience across multiple channels while ensuring the validity of their identity. If you know John Doe would be a great client, but you only know his phone number, your ability to reach him successfully decreases tremendously. Additionality, it is much more challenging to verify the validity of a user’s identity when you only have a fractional identifier stored in your database, which can lead to security issues for your users, too. 3. Relevance What does your customers’ data tell you? Does it paint a picture of your users? Or does your data only provide you with a glimpse of what you truly need to know to execute necessary business strategies that lead the pathway to business growth and success? While data in and of itself may seem inherently valuable, your data should provide an array of information to your organization that shows you what you need to know about your business performance, your audience, and other key metrics. Reliable data is useful data you can lean on to provide you with the answer to questions such as “how do I reach my intended audience,” and “what is the next best strategy that will lead my company to success?” 4. Timeliness In order to thrive in your industry, you must constantly remain a step ahead of your competitors. This means engaging in marketing initiatives and reaching out to prospective customers in an efficient and timely manner. When you wait too long to market to a given audience, you risk losing their attention entirely— steering them directly in your competitors’ hands. Not only will reliable data provide you with a complete customer profile, but it will do so quickly. You want to have an idea of the key identifies that define your audience and who exactly you’re targeting so that you can grow your business efficiently and with success. Data quality management systems that effortlessly provide you with the correct consumer information in a rapid manner will play a significant role in helping you to thrive in a competitive landscape. How to ensure data reliability The characteristics above provide a framework for evaluating the quality and reliability of your data. If your data falls short in any of these areas, identifying and addressing those gaps can help improve decision-making, strengthen customer engagement, and support better business outcomes. Investing in data quality solutions—such as address verification, phone verification, and email verification—is a practical first step toward building more reliable customer data. By validating and enriching customer information, businesses can improve accuracy, increase completeness, and maintain up-to-date records. Combined with a strong data quality management strategy, these solutions help organizations build greater confidence in their data and make more informed decisions. Learn more about data reliability, management, and maturity In our most recent research study, we surveyed leading business professionals across the country to understand the impact of data maturity and investment on a company’s success. You now know what makes data reliable—now it’s time to learn how your company can leverage this information to reap the greatest business success. Ready to get started? Connect with a data quality expert today:
