Houston expert discusses AI use in banking and phishing scams

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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.

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

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The new space allows for Amegy Bank employees as well as North Houston innovators to work collaboratively. Photo via Amegy Bank

Houston bank opens new innovation hub within its location in The Woodlands

innovation meets banking

Amegy Bank renovated it banking center in The Woodlands to add a hub for innovation, technology, and entrepreneurship.

The office, located at 4576 Research Forest Dr., now houses a refurbished space from The Cannon, a co-working and entrepreneurship hub with locations across Houston. The Cannon creates and manages spaces where startup founders, business owners, investors, and more can meet on common ground to collaborate on their entrepreneurial endeavors.

“Amegy Bank has served the needs of business owners and families across Houston for over 30 years,” Amegy Bank-Houston President Dave Stevenson says in a news release. “The banking center’s refreshed design, with The Cannon onsite, will revolutionize North Houston’s access to localized financial resources tailored for entrepreneurs and small-to-mid-size businesses.

"The Cannon’s building presence will enable local startups and entrepreneurs to move seamlessly through the stages of startup production, with specialized business banking services just downstairs,” he continues.

Amegy Bank has renovated space in its The Woodlands banking center. Photo courtesy of Amegy

The new hub, which was announced and opened to the public on March 18, includes a modern banking space, client meeting and entertainment area, upgraded technology, and an employee workspace that will bring together Amegy's various business lines, such as business banking, commercial banking, mortgage, private banking, wealth services, and more.

The announcement represents an expansion of an existing partnership between Amegy and The Cannon. The two entities first collaborated to open the Downtown Launchpad in May of 2021.

“The Cannon is thrilled to grow our partnership with Amegy Bank and expand our vision for building entrepreneurial communities in such an exciting and fast-growing area," says Jon Lambert, The Cannon CEO, in the release. "This expanded partnership will allow The Woodlands’ small business community to have access to our unique combination of a dynamic workspace and entrepreneurial community, as well as Amegy Bank’s exceptional commercial banking services, all conveniently located in one building."

Amegy Bank revealed its newly-renovated banking center in The Woodlands. Photo courtesy of Amegy

Downtown Houston has a new innovation space in Amegy on Main. Photo courtesy of Amegy Bank

Photos: Downtown Houston innovation hub in renovated office building opens to the public

ready to launchpad

Last week, a group of innovators, commercial real estate professionals, and Amegy Bank employees celebrated yet another feat in the Houston innovation ecosystem: another innovative and collaborative space's grand opening.

The Downtown Launchpad is officially open across a few floors in Amegy on Main, a renovated office building on the Southwest side of downtown Houston at 1801 Main St. The grand opening reception was held outside in the building's first floor courtyard adjacent to its upgraded parking garage. The event on May 18 coincided with Houston Tech Rodeo.

"The major renovations to Amegy on Main support our strong Amegy Bank culture and reinforce our commitment to supporting the Houston business, technology and entrepreneur community," says Kelly Foreman, senior vice president and manager of corporate real estate and facilities for Amegy, in a news release. "This space serves as a hub for start-ups and innovation, and the resulting job creation through these incubator programs will continue to be meaningful and impactful for our city."

The renovated space includes:

  • Coworking space managed by The Cannon
  • Accelerator and event space for the Launchpad
  • Main Line Café, a chef-driven restaurant concept open to the public
  • New courtyard
  • First-floor gaming lounge
  • New shared spaces and design elements for the building, such as expanded windows for improved daylight, new furniture, enhanced coffee bars
  • Expanded conference space

Originally announced in October 2019, the Downtown Launchpad opened parts of its upgraded space last fall. Now, the full renovation project is completed, offering a new opportunity for collaboration.

"Amegy on Main has become unlike any other space in Houston," Foreman continues. "We are thrilled to offer this new space, its amenities and business development support to our employees and the expanding innovation community."

Click through some photos of the complete spaces below.

Indoor/outdoor dining areas

Photo courtesy of Amegy Bank

Anu Pansare has joined the local gBETA team. Photo via gbetastartups.com

Early-stage accelerator names new Houston leader, opens applications for next cohort

now open

Houston's gBETA accelerator announced new leadership in conjunction with opening enrollment for its latest cohort this week.

The early-stage program, which is a part of Wisconsin-based gener8tor, has named Anu Pansare as its new director.

Pansare has spent the last 20 years at Sugar Land-based consulting firm Volyx and has also worked with big names like Chevron, Schlumberger, and Accenture, as well as smaller startups. She's also been involved with the Houston Angel Network. She will be replacing the accelerator's inaugural director Eléonore Cluzel in the position.

As the main liaison between Houston and gener8tor's national network, Pansare will lead gBETA's third cohort of early stage startups through its free 7-week program, which is designed to help participating companies gain early customer traction and develop key metrics that will make them more marketable for future investment.

"Downtown Launchpad is an inclusive ecosystem of tools, resources, and opportunities that help founders accelerate and scale their businesses to solve humankind's boldest challenges," says Robert Pieroni, director of economic development at Central Houston, in a press release. "The addition of Anu Pansare as gener8tor's new Houston director will strengthen our commitment to entrepreneurs in Houston and will help us evolve our strategy to better serve our founders, startups, partners, and our community."

Applications for the new cohort are open online until March 13.The zero-equity, no-fee program looks for locally based startups still in the early stage of business. Five companies will be selected.

The program is hosting a virtual webinar in partnership with SCORE Houston on March 1 to discuss the program and opportunities for interested startups. Event registration is free.

Houston's gBETA presence was launched thanks to a $1.25 million grant approved by the Downtown Redevelopment Authority in 2019 with support from Central Houston, the City of Houston, and Amegy Bank. The local team has an office at the Downtown Launchpad coworking space in the Amegy Bank Building on Main.

About a year into operations, gBETA has worked with 10 local startups in two cohorts across industries — from food tourism to sports technology, artificial intelligence for home buying to skincare and prescription solutions.

Pansare will be

holding virtual office hours for local entrepreneurs to provide insight and information about gBETA's Houston Spring 2021 program. More information on the program can be found at gBETA Houston's website or email Pansare directly at anu@gener8tor.com.
Global accelerator gener8tor's early-stage program, gBETA, plans to begin its first cohort out of the Downtown Launch Pad in April. Courtesy of Downtown Launch Pad

New-to-Houston accelerator names program director, opens applications

Starting strong

The second of two top accelerator programs that have taken a bet on Houston has announced its new program director and opened applications for its spring 2020 cohort.

Wisconsin-based gener8tor announced in September that its pre-accelerator program, gBETA, would be launching in Houston. The program follows MassChallenge, another top accelerator, premiering in Houston last year. Both accelerator programs launched in Houston thanks to a $1.25 million grant approved by the Downtown Redevelopment Authority.

Eléonore Cluzel will lead the gBETA Houston program as director, and will be the point person for the program in the region for the two annual cohorts. Previously, Cluzel worked for Business France mentoring French startups and small businesses. In her new position, she says she's excited to support founders across all industries and foster innovation.

"We're adding another resource for local founders to grow their startups and to raise money, and not have to move to Silicon Valley to do it," she says. "We will also serve as a connector, introducing founders to mentors and investors within the community and across gener8tor broader network."

Ele\u0301onore CluzelEléonore Cluzel will lead the Houston gBETA Houston program as director. Courtesy of gBETA Houston

Currently, Cluzel has regular office hours out of The Cannon's space in the Downtown Launch Pad in Amegy Tower. gBETA will co-locate with MassChallenge on a separate floor of the building, and that space is expected to be ready ahead of the start of the first cohort in April.

"It's like having a one-stop shop of resources for the whole community in a central location," Cluzel says. "Since The Cannon is going to be among several coworking spaces in the community, we'll reach all areas of Houston, including Sugar Land, The Woodlands and Stratford and other neighborhoods"

Interested early-stage startups can apply online for the program until April 10, and the cohort begins on April 30. Only five companies are selected for the cohort, insuring individualized support and programming from gBETA. The free program is designed to equip its participating startups with early customer traction and preparation for later stage accelerators.

"I'm looking for a diverse cohort, encompassing underserved communities such as women, veterans and minorities," Cluzel tells InnovationMap. "I'm seeking highly unique, highly scalable businesses based in Houston. In Houston, we have a lot of venture capital firms that write huge checks, but we don't have a lot of investors that help with early seed-stage funding. We're looking for very early stage startups whose company we can help grow and connect with our local and national network of investors."

gBETA aims to act as a funnel to other accelerator programs, Cluzel says.

"We're looking forward to working cooperatively with other resources in town, such as Plug and Play, MassChallenge, The Founder Institute, Capital Factory, The Cannon, and other incubators, accelerators and resources."

The Cannon Houston's third location is planned to open on December 9. Photo courtesy of The Cannon

Photos: The Cannon Houston's downtown space expects to open its doors early next month

ready for liftoff

A Houston entrepreneurial hub plans to open its third coworking space location only a few weeks after its main campus debuted in West Houston.

The Cannon Houston's newest location will be a 17,000-square-foot space on the top floor of The Cannon Tower at Amegy on Main in Downtown Houston. The opening date for the new space is Monday, December 9.

The announcement follows the grand opening of The Cannon's 120,000-square-foot flagship space, which is now close to being completely leased by startups and small businesses, and represents another step in the company's ambitious expansion plan.

"We've long known that we will need multiple locations across Houston in order to serve our mission of supporting Houston's entrepreneurs, and we are thrilled to work with an incredibly forward-thinking organization like Amegy to continue to fulfill this mission," says Cannon founder and president, Lawson Gow, in a news release. "The Cannon Tower at Amegy on Main will be unlike any other space in the city, in which we will be developing a 'vertical village' of innovation, programs, and resources, transforming Amegy on Main into a hub for Downtown Houston's entrepreneurs."

Gow — who is the son of David Gow, owner of InnovationMap's parent company, Gow Media — recently transitioned into his position as The Cannon named Jon Lambert as CEO earlier this month.

The Cannon's space is just one part of the equation that is the Downtown Launch Pad — a joint project between Central Houston, Downtown Redevelopment Authority, The Cannon, and Amegy Bank. The Amegy building will also house MassChallenge and gener8or, as well as event and common space for programming on the 11th floor.

"Amegy Bank is thrilled to be a part of the expansion of the innovation community by offering space, amenities, and business development support," says Kelly Foreman, Amegy Bank's senior vice president and manager of corporate real estate and facilities, in a news release. "We have a long track record of helping businesses grow, and creating this space for a hub of start-ups and accelerators is yet another way to do just that."

Moving forward, The Cannon will play a role in expanding workspace, resources, and programming in the building. The space is now open for leasing, and the first 100 members to join the new space will receive free parking for the course of their membership.

Plans for growth

Photo courtesy of The Cannon

The Cannon Houston will be a major player as the Downtown Launch Pad expands throughout the building.

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Houston unicorn closes $421M to fuel first phase of flagship energy project

Heating Up

Houston geothermal unicorn Fervo Energy has closed $421 million in non-recourse debt financing for the first phase of its flagship Cape Station project in Beaver County, Utah.

Fervo believes Cape Station can meet the needs of surging power demand from data centers, domestic manufacturing and an energy market aiming to use clean and reliable power. According to the company, Cape Station will begin delivering its first power to the grid this year and is expected to reach approximately 100 megwatts of operating capacity by early 2027. Fervo added that it plans to scale to 500 megawatts.

The $421 million financing package includes a $309 million construction-to-term loan, a $61 million tax credit bridge loan, and a $51 million letter of credit facility. The facilities will fund the remaining construction costs for the first phase of Cape Station, and will also support the project’s counterparty credit support requirements.

Coordinating lead arrangers include Barclays, BBVA, HSBC, MUFG, RBC and Société Générale, with additional participation from Bank of America, J.P. Morgan and Sumitomo Mitsui Trust Bank, Limited, New York Branch.

“As demand for firm, clean, affordable power accelerates, EGS (Enhanced Geothermal Systems) is set to become a core energy asset class for infrastructure lenders,” Sean Pollock, managing director, project Finance at RBC Capital Markets, said in a news release. “Fervo is pioneering this step change with Cape Station, a vital contribution to American energy security that RBC is proud to support.”

The oversubscribed financing marks Cape Station’s shift from early-stage and bridge funding to a long-term, non-recourse capital structure, according to the news release.

“Non-recourse financing has historically been considered out of reach for first-of-a-kind projects,” David Ulrey, CFO of Fervo Energy, said in a news release. “Cape Station disrupts that narrative. With proven oil and gas technology paired with AI-enabled drilling and exploration, robust commercial offtake, operational consistency, and an unrelenting focus on health and safety, we have shown that EGS is a highly bankable asset class.”

Fervo continues to be one of the top-funded startups in the Houston area. The company has raised about $1.5 billion prior to the latest $421 million. It also closed a $462 million Series E in December.

According to Axios Pro, Fervo filed for an IPO that would value the company between $2 billion and $3 billion in January.

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This article first appeared on EnergyCapitalHTX.com.

Houston food giant Sysco to acquire competitor in $29 billion deal

Mergers & Acquisitions

Sysco, the nation's largest food distributor, will acquire supplier Restaurant Depot in a deal worth more than $29 billion.

The acquisition would create a closer link between Sysco and its customers that right now turn to Restaurant Depot for supplies needed quickly in an industry segment known as “cash-and-carry wholesale.”

Sysco, based in Houston, serves more than 700,000 restaurants, hospitals, schools, and hotels, supplying them with everything from butter and eggs to napkins. Those goods are typically acquired ahead of time based on how much traffic that restaurants typically see.

Restaurant Depot offers memberships to mom-and-pop restaurants and other businesses, giving them access to warehouses stocked with supplies for when they run short of what they've purchased from suppliers like Sysco.

It is a fast growing and high-margin segment that will likely mean thousands of restaurants will rely increasingly on Sysco for day-to-day needs.

Restaurant Depot shareholders will receive $21.6 billion in cash and 91.5 million Sysco shares. Based on Sysco’s closing share price of $81.80 as of March 27, 2026, the deal has an enterprise value of about $29.1 billion.

Restaurant Depot was founded in Brooklyn in 1976. The family-run business then known as Jetro Restaurant Depot, has become the nation's largest cash-and-carry wholesaler.

The boards of both companies have approved the acquisition, but it would still need regulatory approval.

Shares of Sysco Corp. tumbled 13% Monday to $71.26, an initial decline some industry analysts expected given the cost of the deal.

Houston researcher builds radar to make self-driving cars safer

eyes on the road

A Rice University researcher is giving autonomous vehicles an “extra set of eyes.”

Current autonomous vehicles (AVs) can have an incomplete view of their surroundings, and challenges like pedestrian movement, low-light conditions and adverse weather only compound these visibility limitations.

Kun Woo Cho, a postdoctoral researcher in the lab of Rice professor of electrical and computer engineering Ashutosh Sabharwal, has developed EyeDAR to help address such issues and enhance the vehicles’ sensing accuracy. Her research was supported in part by the National Science Foundation.

The EyeDAR is an orange-sized, low-power, millimeter-wave radar that could be placed at streetlights and intersections. Its design was inspired by that of the human eye. Researchers envision that the low-cost sensors could help ensure that AVs always pick up on emergent obstacles, even when the vehicles are not within proper range for their onboard sensors and when visibility is limited.

“Current automotive sensor systems like cameras and lidar struggle with poor visibility such as you would encounter due to rain or fog or in low-lighting conditions,” Cho said in a news release. “Radar, on the other hand, operates reliably in all weather and lighting conditions and can even see through obstacles.”

Signals from a typical radar system scatter when they encounter an obstacle. Some of the signal is reflected back to the source, but most of it is often lost. In the case of AVs, this means that "pedestrians emerging from behind large vehicles, cars creeping forward at intersections or cyclists approaching at odd angles can easily go unnoticed," according to Rice.

EyeDAR, however, works to capture lost radar reflections, determine their direction and report them back to the AV in a sequence of 0s and 1s.

“Like blinking Morse code,” Cho added. “EyeDAR is a talking sensor⎯it is a first instance of integrating radar sensing and communication functionality in a single design.”

After testing, EyeDAR was able to resolve target directions 200 times faster than conventional radar designs.

While EyeDAR currently targets risks associated with AVs, particularly in high-traffic urban areas, researchers also believe the technology behind it could complement artificial intelligence efforts and be integrated into robots, drones and wearable platforms.

“EyeDAR is an example of what I like to call ‘analog computing,’” Cho added in the release. “Over the past two decades, people have been focusing on the digital and software side of computation, and the analog, hardware side has been lagging behind. I want to explore this overlooked analog design space.”

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