AI carries security risks in banking, including being used by scammers to target financial information. Photo via Getty Images

With artificial intelligence technologies easily accessible and growing in popularity, consumers and business owners alike should be aware of both the benefits and risks when it comes to the utilization of generative AI tools in banking and finance. While data-driven AI creates the opportunity to further drive innovation in banking, the data-reliant nature of the industry makes it a natural target for scammers looking to intercept personal and business finances and sensitive customer information.

As banks and other financial service providers are using AI as a tool to scan for anomalies or errors that are known fraud techniques, criminals are using AI to improve their chances of perpetrating fraud. For this reason, consumers and businesses should guard their data with the same diligence used to guard cash and other valuable physical property.

Privacy and accuracy

For entrepreneurs and businesses of all sizes, it is important to keep in mind the practical applications of AI beyond the trending headlines, whether implementing the technology into everyday internal business practices, or into client-facing solutions.

When feeding information into AI, it is best to maintain a defensive position and be proactive about not disclosing sensitive or private information. Also, rely on sound judgment when deciding when and how to use AI technologies. From a business standpoint, privacy should be embedded into a financial system’s design and leaders should be transparent about the technologies used within a given system.

Technologies like ChatGPT are large language models operating on massive datasets, including documents and web pages across the internet. This poses a risk because some sources of this data lack accuracy. When seeking financial advice via AI technologies, it is best to conduct research by curating and limiting the dataset then talking through your unique financial position in person with your trusted banker and IT staff or consultants.

Phishing and business email compromise via AI

Historically, phishing and business email compromise, or BEC, attempts have been more easily recognizable and often flushed out due to grammatical errors and unnecessary punctuation. With technologies like ChatGPT, scammers are now better equipped to draft well written content that can fool a person into thinking a communication is legitimate. Phishing can lead to people clicking links or attachments that harbor malware or other viruses that can lead to account takeover. With BEC, a person might be fooled into thinking an email is from a legitimate person. Scams like these could potentially lead to the disclosing of sensitive information or accepting transaction instructions or changes, ultimately resulting in money being sent to a fraudster.

AI voice generators

AI voice generators can be used to mimic voices of anyone including bankers, C-suite leaders and customers. If a person is fooled into believing they have received a voicemail or are talking to a person they know, they may accept instructions from a fraudster like providing transaction approvals and sensitive or private information, resulting in fraud.

AI can also create fake identities, including AI-developed photos of individuals, and other false information. These fake identities could be used to create accounts for fraudulent purposes.

AI is here to stay

AI is forecasted to have a lasting impact on the banking industry. Whether on the business or consumer side of the spectrum, it will be important to embrace the innovation and enhancements generative AI will continue to produce, while maintaining a cautionary stance around protecting client and business information and finances. Fraud prevention practices will need to continue evolving alongside the fast-paced growth of generative AI in banking.

------

Ken Smiley is treasury management division manager of Amegy Bank and a fraud protection expert.

Ad Placement 300x100
Ad Placement 300x600

CultureMap Emails are Awesome

17 Houston entrepreneurs named finalists in annual regional competition

on to the next round

Entrepreneurs from the Houston area have been named finalists for one of the region’s most prestigious business awards.

The 17 finalists are competing for Ernst & Young’s Entrepreneur Of The Year 2024 Gulf South Award. The Gulf South region includes parts of Texas, along with Louisiana and Mississippi.

An independent panel of judges selected the 48 finalists. Contenders were evaluated based on their demonstration of building long-term value through factors such as entrepreneurial spirit, purpose, growth, and impact.

The Houston-area finalists are:

  • Shannon Payne, Allied Fire Protection, Pearland
  • Jay McEntire IV, Arva Intelligence, Houston
  • Andrew Levy, Avelo Airlines, Houston
  • Derek Maetzold, Castle Biosciences, Friendswood
  • Scott Aronstein, Connectivity Source, Houston
  • Joshua Weisman, Construction Concepts, Houston
  • Feras Moussa and Ben Suttles, Disrupt Equity, Houston
  • John Poindexter, J.B. Poindexter, Houston
  • James Ross, LJA Engineering, Houston
  • Asher Kazmann, Locke Solutions, Houston
  • Chad Millis, Millis, Missouri City
  • Mike Francis, NanoTech Materials, Houston
  • Stuart Hinchen and Peter Jenkins, Quva Pharma, Sugar Land
  • Trevor Best and Suman Khatiwada, Syzygy Plasmonics, Houston
  • Hal Brumfield, Tachus Fiber Internet, The Woodlands
  • Jared Boudreaux, Vector Controls and Automation Group, Pearland
  • Ting Qiao, Wan Bridge, Houston

“The finalists of this year are audacious entrepreneurs who are making a significant impact in their respective industries and communities,” says Anna Horndahl, an EY partner and co-director of the EOY Gulf South Program.

“These pioneers, chosen by an independent panel of judges, showcase relentless commitment to their businesses, customers and communities. We are thrilled to acknowledge their accomplishments,” adds Travis Garms, an EY partner and co-director of the EOY Gulf South Program.

Houston makes top 10 list of metros with most millionaires

living large

Anew population analysis has unveiled an exclusive view into how the elite live in the U.S., including a surprising discovery that Houston-The Woodlands-Sugar Land has the No. 9 highest concentration of millionaire households in the country.

The study by online real estate marketplace Point2Homes compared household data among millionaires in the 30 biggest U.S. metropolitan areas, including four Texas metros, between 2017 and 2022.

The report found that the number of U.S. households that earned at least $1 million a year more than quadruped within the five-year period, with the highest concentration of millionaire households located in the New York-Newark-Jersey City area across New York, New Jersey, and Pennsylvania.

There are just under 2,900 millionaire homeowners living across the Houston metro, making up 0.11 percent of all households in the area. The report revealed a majority (32.9 percent) of millionaires in Houston are actually Gen Xers, with the second highest share going to baby boomers (28.9 percent).

Most interestingly, the youngest generation, Gen Z, make up 15.4 percent of all millionaire households in Houston, with millennials making up 21.5 percent, according to the report. But the Gen Z percentage is misleading; as the report clarifies, there aren't actually that many Gen Z millionaires walking among us in H-Town.

"Instead, this high share is most likely almost entirely due to the people aged 15 to 24 who are still living with their (millionaire) owner parents," the report explained. "Unfortunately, living in a millionaire owner household does not a millionaire owner make — but it does come with some serious perks."

Physicians make up Houston-The Woodlands-Sugar Land millionaires' main occupations across all age groups, the study also found.

This is how Houston's millionaires live
The saying goes, "Go big or go home," and Houston's millionaire homeowners are taking that to heart when it comes to their own lavish households.

The report discovered the typical home owned by a millionaire in Houston-The Woodlands-Sugar Land is a five bedroom, nine total-room house, with an average assessed value of $1,466,682. As for wheels, a Houston-based millionaire is likely to have less than three vehicles (2.8) on average.

By comparison, the average value for a millionaire homeowner's abode in San Francisco-Oakland-Berkeley, California is $2,816,196, the highest amount out of all 30 U.S. metros in the report.

Big, expensive homes don't come without big costs to maintain them, the report reminds. And when it comes to managing finances for wealthy earners, making more money doesn't necessarily mean they'll be saving that income.

"Rather, it just means bigger homes with bigger mortgages and maintenance expenses; more cars; much costlier schools; and more over-the-top lifestyles, which simply bite bigger chunks out of the family's big budget," the report said. "However, despite the 'risks,' most of us would probably choose to have rich people problems. Or, as the saying goes, crying in a Ferrari might just feel better than crying in a Toyota when all is said and done."

Millionaire lifestyles across Texas
In a comparison of all Texas metro areas, Houston-The Woodlands-Sugar Land claimed the highest share of millionaire homeowners statewide. Dallas-Fort Worth-Arlington took the No. 2 spot, while Austin-Round Rock-Georgetown rounded out the top three. San Antonio-New Braunfels took No. 4 in the statewide analysis.

Dallas-Fort Worth-Arlington was right behind Houston in the national standings, ranking No. 10, with nearly 2,650 millionaire households situated in the Metroplex. DFW's millionaires are mainly chief executives and legislators, or physicians. Gen Xers (44.1 percent) make up the highest share of the metro's millionaires, with baby boomers (24.7 percent) not too far behind.

Austin-Round Rock-Georgetown, however, fell to No. 24 in the national ranking with only 749 millionaire households calling the Texas Capital home. Austin's millionaires are mainly chief executives and legislators, or other types of high-level mangers. Gen Xers (34.9 percent) make up the highest share of the metro's millionaires, with millennials (30.8 percent) not too far behind.

San Antonio-New Braunfels ranked at the bottom of the study at No. 29, above Pittsburgh, Pennsylvania. There were only 414 millionaire households in the metro area between 2017-2022, and a majority of them (38.4 percent) were Gen X physicians.

The top 10 metros with the highest share of millionaires in the U.S. are:

  • No. 1 – New York-Newark-New Jersey City, New York-New Jersey-Pennsylvania
  • No. 2 – Los Angeles-Long Beach-Anaheim, California
  • No. 3 – San Francisco-Oakland-Berkeley, California
  • No. 4 – Boston-Cambridge-Newton, Massachusetts-New Hampshire
  • No. 5 – Washington-Arlington-Alexandria, D.C.-Virginia-Marland-West Virginia
  • No. 6 – Chicago-Naperville-Elgin, Illinois-Indiana-Wisconsin
  • No. 7 – Miami-Fort Lauderdale-Pompano Beach, Florida
  • No. 8 – Seattle-Tacoma-Bellevue, Washington
  • No. 9 – Houston-The Woodlands-Sugar Land, Texas
  • No. 10 – Dallas-Fort Worth-Arlington, Texas

The full report and its methodology can be found on point2homes.com.

------

This article originally ran on CultureMap.