Scammers are Using AI to Target Smaller Banks and Credit Unions
In bank scams of yore, impersonating big banks by sending text messages to thousands of consumers in hopes of connecting with an actual customer of a targeted bank was often akin to shooting fish in barrel, blindfolded. Now armed with an arsenal of AI tools, fraudsters can compile lists of a specific bank’s customers so that they can customize their attacks. And the easiest marks for this new tactic? Smaller community banks and credit unions.
When aiming at the big banks, scammers were forced to use blunt-force attacks by casting wide nets. But those actions weren’t particularly targeted and often their texts and emails were loaded with grammatical errors and borrowed logo graphics (that usually looked as if they’d been saved a hundred times over). Now, with AI and other tools at their disposal, fraudsters can more accurately target customers by learning where they bank, and the branches they use. This makes it easier for these criminals to impersonate bank personnel. Scammers can do all of this on a grand scale, easily stealing money from their marks more frequently.
This exploit has become so successful that scammers deploy AI agents on web searches, telling them to scrape leaked data and publicly available documents (often in the form of PDF files linked on various websites and search engines). Once customers have been identified and matched with a small bank, the next task is for the scammers to call those banks — all at once. This tactic is meant to overwhelm a bank’s capacity to respond to those calls. The fraudsters’ AI bots can make hundreds of calls simultaneously. For the scammers, this is much easier than having a group of fellow scammers call the banks one by one. This works to the criminals’ benefit because small banks often find it difficult to handle such a huge deluge of calls; their limited staff will be hard-pressed to quickly review transactions that may appear questionable. Also, many of their customers may still be on the line with someone they have been convinced is a bank employee.
Community banks build trusting relationships with their customers, and sometimes that invites exploitation by scammers. However, there’s no reason to abandon those banks, just be cautious. No matter the size of your bank, whether it’s big or small, the same caution must be exercised. If you are contacted by someone randomly, claiming to represent your bank, tell them that you will contact your bank directly to discuss the issue (be sure to use the contact information on your bank’s official website and the information on your bank statements). This way, you can verify the legitimacy of the communication, thus avoiding a potential threat to your finances.
More Information
Credit unions confront AI fraud, deepfakes, and voice-clone scams
In 2025, generative AI is fueling sophisticated scams that range from voice-clone emergencies to phishing powered by large language models. Credit unions can counter these threats by adopting phishing-resistant authentication, educating members, and enforcing responsible AI governance.
Imposter Scams in the Age of AI
At TEGFCU, keeping you informed and staying ahead of scammers is part of how we protect our members. Your security is our top priority. Today’s fraudsters are more sophisticated than ever. They use artificial intelligence (AI) to impersonate trusted companies, organizations, and even loved ones. Their goal? To trick you into sending money or sharing personal information through AI-powered scams.
How to Outsmart AI-Powered Fraudsters
Scammers are leveraging AI to create emails, texts, and phone calls that look and sound legitimate, making it harder to detect their fraudulent nature. They are masters at producing highly convincing impersonations of individuals or organizations, such as your financial institution, the IRS, or a well-known tech company. It’s crucial to stay informed and vigilant. By learning the red flags and trusting your instincts, you can keep your money and your information safe.
Beware of AI Scams
From revolutionizing industries like healthcare and finance to replacing jobs in publishing and graphics, Artificial Intelligence (AI) is changing the world forever. Unfortunately, scammers are also leveraging the power and reach of AI to exploit the vulnerable and unalert. Here’s what you need to know about AI scams and how Freedom Credit Union can help protect you.




