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With wider model availability and technology continuing to develop, the electric vehicle (EV) market experienced shifting in 2023, most notably among the top five newly registered models. According to Experian’s Electric Vehicles 2023 Year in Review, Tesla only made up two of the top five newly registered models in 2023, compared to four of the top five a year prior. The Tesla Model Y made up 36.8% of new retail EV registrations in 2023, followed by the Tesla Model 3 (19.6%), Volkswagen ID.4 (3.4%), Ford Mustang Mach-E (2.9%) and Chevrolet Bolt EUV (2.8%). The Volkswagen ID.4 and Chevrolet Bolt EUV were the newest entrants to the top five, replacing the Tesla Model X and Tesla Model S. EV registrations grow We’re also witnessing shoppers gravitate toward EVs more often than in years past. For instance, of the 11.8 million new retail registrations in 2023, more than 8% were EVs. Comparatively, of the 12.3 million new retail registrations in 2022, just over 6% were EVs. It’s notable that EVs continue to be most popular on the West Coast—particularly in California and Washington. According to the data, 33% of new retail EV registrations were in California—Los Angeles (170,000+), San Francisco (90,000+) and San Diego (30,000+) were among the top five DMAs for new retail EV registrations, along with Seattle, Washington (35,000+). While California exhibits robust EV registration growth, other states show the potential to expand, something automotive professionals should keep in mind. For instance, El Paso, Texas, was the fastest growing DMA for new retail EV registrations—with an 89.5% five year, year-over-year growth average, Savannah, Georgia, came in second at 81.8%, followed by Peoria-Bloomington, Illinois (76.7%), and Waco, Texas (73.7%). EV buyer insight Beyond the “what” and “where” of the EV market, the “who” is perhaps most important. Which customers have the highest propensity to buy an EV? According to the data, Gen Xers accounted for 32.0% of new retail registrations in 2023, however they accounted for 37.7% of new EV retail registrations over the same period. Similarly, millennials accounted for 24.5% of new retail registrations, yet made up 30.6% of new EV retail registrations in 2023; the only two generational demographics to over index on EV purchases. As professionals in the automotive industry find ways to stay ahead of the evolving EV landscape, leveraging data will enable them to understand and identify emerging opportunities to tailor their marketing strategies to a consumer’s needs. To learn more about EV trends, view the full Electric Vehicles 2023 Year in Review.

In a financial world that's increasingly connected and complex, monitoring transactions is not just good business practice — it's a regulatory necessity. Anti-money laundering (AML) transaction monitoring stands as a crucial barrier against financial crimes, which ensures the integrity of financial systems worldwide. For financial institutions, the challenges of AML compliance and the tools to meet them continue to evolve. In this blog post, we'll walk through the basics, best practices, and future of AML transaction monitoring. What is AML transaction monitoring? AML transaction monitoring refers to the systems and processes financial institutions use to detect and report potentially suspicious transactions to the Financial Crimes Enforcement Network (FinCEN) under the United States Department of Treasury, which spearheads the efforts to track financial crimes — money laundering and financing of criminal or terrorist activities. By continuously monitoring customer transactions and establishing patterns of behavior, suspicious activities can be identified for further investigation. The role of AML transaction monitoring AML transaction monitoring identifies potential criminal activities and helps maintain a clean and efficient financial ecosystem. By being proactive in preventing the misuse of services, organizations can protect their reputation, strengthen customer trust, and uphold regulatory requirements. The challenge of false positives However, AML compliance is not without challenges. The systems in place often produce many 'false positives', transactions identified as potentially suspicious that, after investigation, turn out to be mundane. These false alarms can overwhelm compliance departments, leading to inefficiency and potentially missing real red flags. Why is AML transaction monitoring important? Understanding the importance of AML transaction monitoring requires a broader look at the implications of financial crimes. Money laundering often supports other serious crimes such as drug trafficking, fraud, and even terrorism. The ability to interrupt the flow of illicit funds also disrupts these additional criminal networks. Furthermore, for organizations, the cost of non-compliance can be substantial — financially and reputationally. Penalties for inadequate AML controls can be hefty, signaling the need for robust monitoring systems. Specifics on compliance Compliance with AML regulations is not a choice but a must. Financial institutions are required to comply with AML laws and regulations to protect their businesses and the industry as a whole. This includes understanding and adhering to regulation changes, which can be complex and have significant operational impacts. How does AML transaction monitoring work? There are two main approaches to transaction monitoring: Rule-based systems: These rely on pre-defined rules that flag transactions exceeding certain thresholds, originating from high-risk countries, or involving specific types of activities. Scenario-based systems: These use more sophisticated algorithms to analyze transaction patterns and identify anomalies that might not be captured by simple rules. This can include analyzing customer behavior, source of funds, and the purpose of transactions. Most organizations use a combination of both approaches. Transaction monitoring software is a valuable tool, but it's important to remember that it's not a foolproof solution. Human analysis is still essential to investigate flagged transactions and determine if they are truly suspicious. Implementing AML transaction monitoring solutions Implementing a robust AML transaction monitoring system requires the right technology and the right strategy. Beyond the software, it's about embedding a culture of compliance within the organization. Choosing the right AML solution The right AML solution should be based on the specific needs of the institution, the complexity of its operations, and the sophistication of the fraud landscape it faces. It's imperative to pick a solution that is agile, scalable, and integrates seamlessly with existing systems. Leveraging KYC and CIP programs Know your customer (KYC) and customer identification program (CIP) are deeply connected to transaction monitoring. Implementing a robust KYC program helps to establish a strong customer identity, whereas a solid CIP ensures that essential customer information is verified at the time of account opening. Automation and AI in AML compliance Automation and AI are revolutionizing AML compliance, especially in transaction monitoring. AI systems, with their ability to learn and evolve, can significantly reduce false positives, making the compliance process more efficient and effective. Advanced AML solutions and the future Technological advancements are constantly reshaping the AML landscape, including solutions incorporating big data analysis and machine learning. Utilizing big data for better insights: Big data analytics provides an unprecedented ability to spot potential money laundering by analyzing vast amounts of transactional data, allowing for better contextual understanding and the ability to identify patterns of suspicious activity. Machine learning and predictive analytics: Machine learning technologies have the potential to refine transaction monitoring by continuously learning new behaviors and adapting to evolving threats. Predictive analytics can help in identifying potential risks well in advance and taking pre-emptive actions. The human element in AML Despite the advancing technology, the human element remains crucial. AML systems are only as good as the people who operate them. Organizations must invest in: Continuous training and skill development: Continuous training ensures that employees remain updated on regulations, compliance techniques, and the latest tools. Developing a team with AML expertise is an investment in the institution's security and success. Cultivating a compliance culture: Cultivating a corporate culture that values compliance is vital. From the highest levels of management to front-line staff, a mindset that embraces the duty to protect against financial crime is a powerful asset in maintaining an effective AML program. How we can help As a leader in fraud prevention and identity verification, Experian’s AML solutions can help you increase the effectiveness of your AML program to efficiently comply with federal and international AML regulations while safeguarding your organization from financial crime. We provide data, models, and automated systems and processes to monitor, detect, investigate, document and report potential money laundering activities across the entire customer lifecycle. Learn more about Experian’s AML solutions *This article includes content created by an AI language model and is intended to provide general information.

Click here to watch our recent webinar on first-time homebuyers. The younger generations comprise nearly 70% of first-time homebuyers, according to recent Experian Mortgage research. Understanding the generational traits of first-time homebuyers, particularly motivated younger generations, is critical to building highly targeted marketing strategies. Gen Z and Gen Y are essential in the first-time homebuyer market and represent close to 40% of repeat buyers, indicating they consider homeownership important beyond just their first purchase. Generation Y borrowers lead the pack Generation Y borrowers see homeownership as part of the American Dream but have waited longer than previous generations to purchase their first home.1 Additionally, as digital natives, they have grown up in a world with online resources and digital tools, making the home buying process more convenient for them. They can effortlessly research homes, compare mortgage rates, and even complete paperwork without leaving their home – a time and cost-saving advantage. With their desire for stability and their technological proficiency, it comes as no surprise that Gen Y borrowers are at the forefront of the homebuying market, accounting for 52% of all first-time buyers. Keep your eye on the next wave: Generation Z borrowers Although Generation Z is the youngest group with both young adults and those entering adulthood, they should not be overlooked in the real estate market. Despite their age, Gen Z possesses characteristics and tendencies that make them legitimate potential first-time homebuyers. Having grown up in an era characterized by technical advancements and economic instability, Gen Z has observed various challenges, such as the impact of the 2008 financial crisis on their families. They have also witnessed their parents and older siblings navigating student loan debt and a volatile job market. As a result, Gen Z individuals tend to approach life decisions with a cautious mindset. However, it is important to note that Gen Z is a generation known for their ambition and determination. They have an entrepreneurial spirit. A strong desire for stability. According to a recent survey conducted by Chase2, homeownership holds an important place in the dreams of nearly 90% of Generation Z individuals. This unwavering aspiration for owning a home and increasing purchasing power establishes Generation Z as a significant influence in the real estate market. Market to each generation where they are most comfortable, for Y and Z it is online and on the go To get the attention of these younger generations, mortgage lenders must understand that for these groups, digital technology is the norm, integrated into all aspects of their lives. They rely heavily on social media, online reviews, and mobile apps for research and communication. Therefore, it is crucial for lenders to implement a marketing strategy that encompasses social media platforms and personalized email, and, increasingly, text communications, to resonate with the tech savvy nature of these generations. That said, there is nuance in every population, and we see this when observing communication preferences across generations. We know, for example, that first-time homebuyers are considerably more likely than the general public to respond to e-mail offers. Understanding communication preferences for each prospect is important for tailoring your omni-channel marketing approach. Growing up in a world where technology is constantly advancing, Generations Y and Z are accustomed to having immediate access to information and services at their fingertips. As a result, they expect an efficient mortgage lending process that uses online, smartphone-enabled tools and platforms. They count on the ability to complete applications and paperwork online, receive updates and notifications via email or text, and have access to resources and tools to track and manage their mortgage journey. Lenders embracing these realities about Gen Y and Gen Z and connecting with them where they are, will be better positioned to serve this demographic and grow their own business. For more information about the lending possibilities for first-time homebuyers, download our latest white paper. Download white paper 1 “Bank of America’s 2023 Homebuyer Insights Report Explores How Hopeful Buyers are Forging Ahead,” bankofamerica.com.  2 “Millennial and Gen Z Adults Still See American Dream Within Reach Despite Challenges,” chase.com.