Houston entrepreneur makes a splash with wine-selecting technology

Sip, sip, hooray

Houston-based VineSleuth created a custom algorithm to match you with new wines based on wines you've had in the past. Courtesy of VineSleuth

Amy Gross wants to find you the perfect wine. In fact, she wants it so much, she built her company, VineSleuth, around the concept that technology and machine learning could find the best wine to match individual palates.

VineSleuth's custom algorithm is backed by research from sensory scientists at Cornell University, and relies on both data collection and machine learning to determine specific wines that will match an individual customer's tastes. Flavor profiles from thousands of wines are incorporated into her database, and none of those are based on the typical wine scores you'll see in magazines or reviews of wines.

"We have a team that tastes and analyzes wines and inputs their findings. Then, we have a team that codes all of that data," she says.

VineSleuth's technology can be easily overlaid on a restaurant, grocery store, or other vendor's existing web platform or app to provide a tailor-made experience for customers.

"Take a grocery store setting for example," says Gross. "A customer logs into the store using their loyalty card, and their past wine purchases come up. Our technology can analyze those and point to different selections in the store's inventory they'll enjoy."

Think of it as using big data and machine learning to deliver big returns for wine drinkers.

Gross has been deliberate and incremental in how she's grown her company, and she just got a major boost: back in September, she won the 2018 Start Here Now competition, a combination business pitch event and incubator aimed at encouraging women entrepreneurs. She took home the $10,000 Silicon Valley Bank Grand Prize, as well as an app-design concept prize to help her improve the app she created, and a media and PR consultation.

"It was such an affirmation," she says. "To have them validate our work and my future plans."

Planting the seed
It was a slow and steady growth for Gross, who started work on VineSleuth in 2011. But her wine journey started before that.

"My now-husband asked me out on a date, and I'd just graduated college," she says. "I wanted to be sophisticated, so I ordered the house chardonnay. Well, after four or five dates, I started paying attention to what I was drinking, and I developed my palate."

She and her husband and friends of theirs enjoyed exploring wine together, and on a trip to Napa in 2009, Gross noticed something. All six of them were drinking the same wines — mostly Cabernet Sauvignons from Oakville — but they had remarkably different reactions to them.

"I thought, wouldn't it be great if there were an app that told me what I wanted, not what was 'good?'" Gross says.

While she wasn't sure then how to create such an app, she knew she needed to build up her wine knowledge. She started learning about wine in earnest and launched a wine blog. That gave her access to wine vendors and wine makers.

And then, several things happened in steps. Her brother-in-law wrote a basic algorithm that would collect taste profiles and other details from wines, but Gross needed something more. A neighbor who was an applied mathematician took that original algorithm and built on it.

"When I felt brave enough to show it, I shared it with the owners of some wineries I'd developed a business relationship with in the Finger Lakes," says Gross. "They loved the idea, and it turns out one of the winemaker's wife was a sensory scientist at Cornell. At every key place along building this business, it's been about relationships."

Still fermenting
Gross did create an app, but she admits it's not quite where she wants it to be, so she'll likely tweak it over the coming year. In the meantime, she's focused on the B2B future of VineSleuth. While she says the technology her team has created is currently being used for wine, she knows it's possible to take it and expand its capabilities to beer, chocolate, spirits and other consumables.

Building the business has been both an adventure and a learning curve for Gross, whose background is in journalism and PR. But even though she doesn't come from the technology or STEM side, she says her journalism work made her a great researcher – which is exactly what she needed to build VineSleuth. She's also a driven and detail-oriented project manager.

"My team once called me the den mother, keeping everyone on track," she laughed. "And in a way, I am. But I'm also watching the future of AI happening in front me and I really love hanging out with the brilliant people on my team. This is a blast."


Amy Gross is also working on a consumer-facing app, called Wine4Me, that helps users keep track of their favorite wines and gives recommendations for new wines. Courtesy of VineSleuth

Ad Placement 300x100
Ad Placement 300x600

CultureMap Emails are Awesome

Property Showcase

Houston investment firm names tech exec as new partner

new hire

Houston tech executive Robert Kester has joined Houston-based Veriten, an energy-focused research, investment and strategy firm, as technology and innovation partner.

Kester most recently served as chief technology officer for emissions solutions at Honeywell Process Solutions, where he worked for five years. Honeywell International acquired Houston-based oil and gas technology company Rebellion Photonics, where Kester was co-founder and CEO, in 2019.

Honeywell Process Solutions shares offices in Houston with the global headquarters of Honeywell Performance Materials and Technologies. Honeywell, a Fortune 100 conglomerate, employs more than 850 people in Houston.

“We are thrilled to welcome Robert to the Veriten team,” founder and CEO Maynard Holt said in a statement, “and are confident that his technical expertise and skills will make a big contribution to Veriten’s partner and investor community. He will [oversee] every aspect of what we do, with the use case for AI in energy high on the 2025 priority list.”

Kester earned a doctoral degree in bioengineering from Rice University, a master’s degree in optical sciences from the University of Arizona and a bachelor’s degree in laser optical engineering technology from the Oregon Institute of Technology. He holds 25 patents and has more than 25 patents pending.

Veriten celebrated its third anniversary on January 10, the day that the hiring of Kester was announced. The startup launched with seven employees.

“With the addition of Dr. Kester, we are a 26-person team and are as enthusiastic as ever about improving the energy dialogue and researching the future paths for energy,” Holt added.

Kester spoke on the Houston Innovators Podcast in 2021. Listen here

.

Startup funding, sportstech win and more trending innovation news for January

Top Stories

Editor's note: The new year has started off with big news in the Houston innovation sector. The five most-read InnovationMap stories for the first half of January 2025 include a roundup of fresh funding for 14 startups, a Houston sportstech company's recent win, and a NASA initiative. Get the details below.

14 Houston startups start 2025 with fresh funding

Fourteen Houston startups ended 2024 with a round of investment. Photo via Getty Images

Houston startups wrapped up the last few months of 2024 with big funding news — from several seeds and series As to series C rounds and extensions. Here are 14 Houston startups that secured funding in the the last four months of last year, according to reporting by InnovationMap. Continue reading.

10+ can't-miss Houston business and innovation events for January

Don't miss these January events — from meetups to scale ups. Photo via Getty Images

From networking meetups to tech talks, January is filled with opportunities for Houston innovators. Here's a roundup of events you won't want to miss out on, so mark your calendars and register accordingly. Continue reading.

Houston tech company tapped by NASA for near space initiative

Intuitive Machines is among four companies awarded contracts for NASA’s Near Space Network. Photo via intuitivemachines.com

Houston-based space exploration, infrastructure, and services company Intuitive Machines has nailed down a NASA deal to expand the agency’s communications network for spacecraft. Continue reading.

Houston sportstech startup shoots, scores in Pharrell Williams competition

GRIND won second place in Pharrell Williams' Black Ambition Prize. Photo via grindbasketball.com

Anyone who's witnessed even just a minute of basketball knows how important accuracy is in sinking shots on the court. One Houston startup is getting wide attention for the device it developed to help practice make perfect in a game. Continue reading.

What to know about the new emission inspection to register your car in Texas

An inspection is no longer required to renew registration, but an emission evaluation is. Photo by Tim Leviston/Getty Images

Texas vehicle owners no longer need to obtain a safety inspection prior to vehicle registration. House Bill 3297, which went into effect January 1 and passed during the 88th Legislature in 2023, eliminates the safety inspection program for non-commercial vehicles. But there are new requirements. Continue reading.

SpaceX loses mega rocket in latest thrilling Starship test flight

Testing

SpaceX launched its Starship rocket on its latest test flight Thursday, but the spacecraft was destroyed following a thrilling booster catch back at the pad.

Elon Musk’s company said Starship broke apart — what it called a “rapid unscheduled disassembly." The spacecraft's six engines appeared to shut down one by one during ascent, with contact lost just 8 1/2 minutes into the flight.

The spacecraft — a new and upgraded model making its debut — was supposed to soar across the Gulf of Mexico from Texas on a near loop around the world similar to previous test flights. SpaceX had packed it with 10 dummy satellites for practice at releasing them.

A minute before the loss, SpaceX used the launch tower's giant mechanical arms to catch the returning booster, a feat achieved only once before. The descending booster hovered over the launch pad before being gripped by the pair of arms dubbed chopsticks.

The thrill of the catch quickly turned into disappointment for not only the company, but the crowds gathered along the southern tip of Texas.

“It was great to see a booster come down, but we are obviously bummed out about [the] ship,” said SpaceX spokesman Dan Huot. “It’s a flight test. It’s an experimental vehicle," he stressed.

The last data received from the spacecraft indicated an altitude of 90 miles and a velocity of 13,245 mph.

Musk said a preliminary analysis suggests leaking fuel may have built up pressure in a cavity above the engine firewall. Fire suppression will be added to the area, with increased venting and double-checking for leaks, he said via X.

The 400-foot rocket had thundered away in late afternoon from Boca Chica Beach near the Mexican border. The late hour ensured a daylight entry halfway around the world in the Indian Ocean. But the shiny retro-looking spacecraft never got nearly that far.

SpaceX had made improvements to the spacecraft for the latest demo and added a fleet of satellite mockups. The test satellites were the same size as SpaceX’s Starlink internet satellites and, like the spacecraft, were meant to be destroyed upon entry.

Musk plans to launch actual Starlinks on Starships before moving on to other satellites and, eventually, crews.

It was the seventh test flight for the world’s biggest and most powerful rocket. NASA has reserved a pair of Starships to land astronauts on the moon later this decade. Musk’s goal is Mars.

Hours earlier in Florida, another billionaire’s rocket company — Jeff Bezos’ Blue Origin — launched the newest supersized rocket, New Glenn. The rocket reached orbit on its first flight, successfully placing an experimental satellite thousands of miles above Earth. But the first-stage booster was destroyed, missing its targeted landing on a floating platform in the Atlantic.

View All Listings