Increasing pressure on anti-money laundering compliance

by Guest Contributor 2 min read May 9, 2014

Julie Conroy – Research Director, Aite Group

Finding patterns indicative of money laundering and other financial crimes is akin to searching for a needle in a haystack. With the increasing pressure on banks’ anti-money laundering (AML) and fraud teams, many with this responsibility increasingly feel like they’re searching for those needles while a combine is bearing down on them at full speed. These pressures include:

Regulatory scrutiny: The high-profile—and expensive—U.S. enforcement actions that took place during the last couple of years underscore the extent to which regulators are scrutinizing FIs and penalizing those who don’t pass muster.

Payment volumes and types increasing: As the U.S. economy is gradually easing its way into a recovery, payment volumes are increasing. Not only are volumes rebounding to pre-recession levels, but there have also been a number of new financial products and payment formats introduced over the last few years, which further increases the workload for the teams who have to screen these payments for money-laundering, sanctions, and global anti-corruption-related exceptions.

Constrained budgets: All of this is taking place during a time in which top line revenue growth is constrained and financial institutions are under pressure to reduce expenses and optimize efficiency.

Illicit activity on the rise: Criminal activity continues to increase at a rapid pace. The array of activity that financial institutions’ AML units are responsible for detecting has also experienced a significant increase in scope over the last decade, when the USA PATRIOT Act expanded the mandate from pure money laundering to also encompass terrorist financing. financial institutions have had to transition from activity primarily focused on account-level monitoring to item-level monitoring, increasing by orders of magnitude the volumes of alerts they must work (Figure 1)

Figure 1: U.S. FIs Are Swimming in Alerts

Source: Aite Group interviews with eight of the top 30 FIs by asset size, March to April 2013

There are technologies in market that can help. AML vendors continue to refine their analytic and matching capabilities in an effort to help financial insitutions reduce false positives while not adversely affecting detection rates. Hosted solutions are increasingly available, reducing total cost of ownership and making software upgrades easier. And many institutions are working on internal efficiency efforts, reducing vendors, streamlining processes, and eliminating the number of redundant efforts.

How are institutions handling the increasing pressure cooker that is AML compliance?  Aite Group wants to know your thoughts.  We are conducting a survey of financial insitution executives to understand your pain points and proposed solutions.  Please take 20 minutes to share your thoughts, and in return, we’ll share a complimentary copy of the resulting report. This data can be used to compare your efforts to those of your peers as well as to glean new ideas and best practices.  All responses will be kept confidential and no institutions names will be mentioned anywhere in the report.  You can access the survey here: SURVEY

Related Posts

The Email Address as Your Most Powerful Identity Signal

The why behind Experian's acquisition of AtData What happens when a comprehensive email intelligence database joins a global leader in data, analytics and fraud prevention? The acquisition of AtData adds 25+ years of building a complete view of email as an identity signal. Financial institutions can recognize, engage and protect customers unlocking a new standard for the way their teams work and the customer experience. That's what Experian's acquisition of AtData delivers. How we got here Not all email addresses tell the same story. Some are newly created. Some exhibit bot-like patterns. Some are inconsistent with every other signal you have about that person. Imagine a real customer. You have a job. You shop online. You have a primary email from your employer, a personal Gmail you've used for 15 years, and an old Yahoo address you still use for shopping because you've been using it since college. You're an engaged customer who interacts with brands, makes purchases and pays bills on time. But each system sees a different version of you. When you apply for credit, the lender sees one email. When you shop, the retailer sees another. When you sign up for a service, you might use the third. For financial institutions: You slow down the approval process to manually verify identity or approve applicants without the full picture. For retailers: You can't tell which version of "customer" is the most engaged, so you either over-mail or under-serve. For fraud systems: Sees a new account created under one email and flags it as suspicious because it doesn't have the history. This was the original problem AtData was built to solve in 1999. Twenty-five years later, that problem didn’t go away, it became more complex. Email fragmentation and device sharing are more common, and identity theft is more sophisticated. Capabilities that now work together Experian has built sophisticated identity and fraud solutions backed by consumer data resources and decades of expertise in credit and risk. AtData brought the ability to assess whether an email address is trustworthy, reachable and consistent—at scale, in real time. Experian is now making email intelligence foundational, not optional. This matters for: Fraud prevention and risk management: Distinguishing a returning customer from a new threat. Knowing whether an email is newly created, exhibiting bot-like patterns or inconsistent with other identities is crucial. Compliance: Building audit trails that can explain identity decisions. Email data history and behavioral signals create the documentation needed to defend your decisions. Credit: Verifying identity in a world where traditional signals are shifting. Email signals provide a persistent, durable identifier that confirms who someone actually is. Marketing: Reaching the right person across email, mail and digital channels. Email intelligence reveals which addresses are actively engaged and reachable. Research shows email remains one of the highest-ROI marketing channels outperforming paid search and social advertising1. The problem every marketer faces: You end up burning budget on addresses that bounce, are unmonitored or are associated with users who never open mail. For credit marketing specifically, email enables faster, more targeted delivery of firm offers across channels, something that's increasingly important in a post-cookie world. "Email is a persistent identifier in a fragmented world. It's what connects a person's postal address, phones, devices, behaviors—the full picture of who they are. By embedding that into our infrastructure, we're not just adding another data point. We're fundamentally improving how businesses understand who their customers are."- Ashley Knight, Senior Vice President, Financial Services and Data Why now? AI is reshaping how decisions are made in every industry. Models are getting faster, more automated and more embedded in core workflows. But AI is only as effective as the data behind it. Fragmented data + fast models = faster, larger-scale misclassifications. In an era of synthetic identities, AI agents, deepfakes and AI-generated activity, the value of durable, persistent, real-world data signals has increased dramatically. Deloitte’s Center for Financial Services projects that generative AI could drive fraud losses in the U.S. up to $40 billion by 2027, a 32% growth rate since 2023. And email sits at the center of it with business email compromise already being one of the most common and costly fraud types. People change phones, move homes and swap devices, but they often hold onto their email for years. That's the signal that protects your business, and the one we've built into the core of how we help you make decisions with confidence. View the press release here

August 6, 2026 by Zohreen Ismail
Building Financial Opportunity Through Purpose-Driven Partnership

Discover how the National Urban League and Experian partner to expand financial literacy and create economic opportunity.

August 6, 2026 by Scarlet Nickel
2026 U.S. Identity and Fraud Report 

Explore key findings and insights from our newly released 2026 U.S. Identity and Fraud Report. Read more now!

August 5, 2026 by Laura Burrows

Subscribe to our Newsletter

Enter your name and email for the latest updates.

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Subscribe to our Newsletter

Don't miss out on the latest industry trends and insights!
Subscribe