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

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Houston e-commerce platform expands logistics network with acquisition of fulfillment operations arm

M&A move

A Houston e-commerce unicorn has made its latest strategic acquisition.

Cart.com, which operates a multichannel commerce platform, announced that it has acquired Guthy-Renker's wholly-owned fulfillment operations arm OceanX. The terms of the deal were not disclosed. Around 200 OceanX employees will be assumed onto the Cart.com team, and the fast-growing company will add two new facilities totaling over 600,000 square feet to its network, expanding to include a West Coast distribution hub in Southern California and its third facility near Columbus, Ohio.

"Acquiring OceanX is part of Cart.com’s strategy to continue to scale our platform and capabilities across industries, leveraging our proprietary technology to improve efficiency and deliver superior results to our clients and their customers,” Omair Tariq, Cart.com founder and CEO, says in a news release. “By deploying our Constellation OMS and WMS software and seasoned operations team across these two new facilities, we will improve order visibility, labor efficiency, shipping costs and customer satisfaction for the benefit of our new clients.”

Cart.com now has 17 omnichannel fulfillment and distribution centers with around 10 million square feet and more than 1,600 team members, according to the company.

With the transition, Guthy-Renker's Co-Founder and Co-Chairman Bill Guthy will serve as a strategic adviser to Cart.com.

The move broadens Cart.com's presence in the high-volume beauty, wellness, and lifestyle industries, and the company now will work with supply chains from numerous brands, including Meaningful Beauty, The Body Firm, Smileactives, and Westmore Beauty.

“Cart.com has built a comprehensive, enterprise-grade logistics network with modern, digital capabilities that offer unparalleled visibility, control and efficiency for our brands,” Rick Odum, CEO of Guthy-Renker, says in the release. “This partnership will marry our own channel and marketing expertise with their track record of driving growth and savings for high-volume, high-SKU brands, supercharging performance across our portfolio.”

Earlier this year Cart.com secured $105 million in debt refinancing from investment manager BlackRock and a $25 million series C extension round.

In April, the company acquired an Amazon partner, Ohio-based Amify, a company that provides optimization and advertising solutions

10 years in: Houston entrepreneur reflects on lessons learned

guest column

Just as the job market is soaring, so is the state of entrepreneurship in America. And increasingly, people are launching their businesses in Houston.

As InnovationMap reported, our city is a top startup ecosystem, now ranked among the top 50 in the world. One of the fastest-growing sectors is climate tech. According to a recent analysis, the global climate tech market is expected to reach a massive $162 billion by 2033.

All those big numbers boil down to individual, hardworking people with high hopes, big dreams, and a willingness to take risks. Maybe that includes you.

This month, my company reached a milestone. We’ve been around for a decade, which means we’ve beaten the odds. An estimated two-thirds of businesses fail within 10 years. This has been nothing short of a chaotic, exhilarating, and sometimes unforgiving journey. I've been blessed and cursed, from hurricanes to a pandemic, losing my vision to filming documentaries, serving in the US Department of Energy during two administrations to an epic ringing of the closing bell on Wall Street. The successes have been sweet, but the lessons learned are the real treasure.

Here are my five biggest takeaways from a decade in the trenches of entrepreneurship.

Master your market

A deep understanding of the market is crucial to achieve success. By delving into the intricacies of how it operates, identifying gaps you can fill, and engaging with individuals and companies eager to see those gaps addressed, you lay the foundation for a viable and impactful venture. Building credibility and establishing a network over the long term opens doors. I experienced this firsthand in the oil and gas, where my market knowledge and 15 years of experience allowed me to create a business that champions the energy workforce of the future.

However, markets are constantly evolving, and even more so today than ever. It’s hard to bring things to market, so master the market, and listen to the voice of the customer to stay ahead.

Takeaway:

Embrace the power of market mastery and credibility to pave the path to success.

Grit is everything

When I think of resilience, one image stands out—the "man in the arena." (Or I should say the woman!). It's a metaphor often cited, and for good reason. What are you even doing if you're not stepping into the ring, getting your hands dirty, and taking the punches? Grit is what keeps you moving when the odds are against you. Change is inevitable; challenges will come. But grit? That’s what pushes you to stand back up and keep going. If you’re an entrepreneur, there’s no room for half-hearted effort. You're either in the ring or watching from the sidelines.

Takeaway:

The ability to endure setbacks and adapt separates those who thrive from those who fold.

You need more than you think

A hard truth I’ve learned the painful way. When I first started Pink Petro, a mentor of mine and now very successful entrepreneur turned investor told me to “Don’t take capital until you need it.” His advice helped me keep a large percentage of ownership in my company, however I learned that you will always need more time, money, and resources than anticipated. As a solo founder, it is easy to underestimate the financial and emotional cost of building something from scratch, alone. Whether it’s product development, marketing, an acquisition or hiring top talent, it all takes capital.

Takeaway:

Plan. Then, double that plan. Odds are, you’ll need it.

Ask without fear

Whether seeking investment, resources or support, learning to ask for what you need is a game-changer. This one didn’t come naturally to me—I had to lean in and push past the stubbornness of “never needing anyone’s help”. Here’s the truth: most people are afraid to ask. But asking is often what gets you one step closer to your goals. Whether it’s a pitch to an investor or a favor from a mentor, the worst someone can say is “no.” And in business, a "no" is just a chance to refine your pitch for the next opportunity.

Takeaway:

Advocating for your needs isn’t selfish—it’s essential.

The sharks are in the water

Building something meaningful attracts all kinds of attention. Over the years, I’ve dealt with doubters, copycats, and even former allies. At first, it stung. But then I realized something important -- sharks will always show up if you’re making waves. It’s a sign you’re on the right path. The key is to stay focused on your vision and not get distracted

by the noise.

Takeaway:

If you have skeptics and imitators, take it as validation that what you’re doing matters.

Bonus lesson: Put your mask on

This one is personal. Here’s the thing—if you’re running on empty, you’re no good to your business, team, or yourself. That’s when I learned the importance of self-care. It’s not selfish—it’s survival.

Takeaway:

Take care of yourself first. Your business depends on it.

Looking back, ten years feels like a lifetime. The truth is that entrepreneurship is hard. It requires grit, humility, persistence, and the courage to rise above challenges. But it’s also one of the most rewarding ventures you can take on.

If you’re out there building something, keep going. Step into the ring. Learn from every fall. Trust yourself, and never stop moving forward—you might surprise yourself with how far you can go.

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Katie Mehnert is founder and CEO of ALLY Energy, formerly Pink Petro and serves on the National Petroleum Council.

Here are the most-read energy tech stories of the year

year in review

Editor's note: As the year comes to a close, InnovationMap is looking back at the year's top stories in Houston innovation. As the energy capital of the world, Houston has its fair share of energy tech stories that trended among readers. Be sure to click through to read the full story.

Houston accelerator names inaugural cohort to propel digital transformation in energy

The NOV Supernova Accelerator will work to cultivate relationships between startups and NOV. Photo via Getty Images

Houston-based Venture Builder VC has kicked off its NOV Supernova Accelerator and named its inaugural cohort.

The program, originally announced earlier this year, focuses on accelerating digital transformation solutions for NOV Inc.'s operations in the upstream oil and gas industry. It will support high-potential startups in driving digital transformation within the energy sector, specifically upstream oil and gas, and last five months and culminate in a demo day where founders will present solutions to industry leaders, potential investors, NOV executives, and other stakeholders.

The NOV Supernova Accelerator will work to cultivate relationships between startups and NOV. They will offer specific companies access to NOV’s corporate R&D teams and business units to test their solutions in an effort to potentially develop long-term partnerships. Read more.

Promising Houston startup expands energy efficiency product to Middle East, Singapore

NanoTech is targeting new overseas markets for its energy efficiency products. Photo via Getty Images

NanoTech Materials has announced a big expansion for its business.

The Houston company, which created a roof coating using nanotechnology that optimizes energy efficiency, has partnered with Terminal Subsea Solutions Marine Service SP to bring its products to the Gulf Cooperation Council and Singapore. TSSM will become a partner of Houston’s NanoTech Materials products, which will include the Cool Roof Coat, Vehicular Coat, and Insulative Coat for the GCC countries and Singapore.

NanoTech Materials technology that ranges from roof coatings on mid- to low-rise buildings to shipping container insulation to coating trucks and transportation vehicles will be utilized by TSSM in the partnership. NanoTech’s efforts are focused on heat mitigation that can reduce energy costs, enhance worker safety, and minimize business risks in the process. Read more.

Rice University launches $12.5M climate tech accelerator

Rice University announced a new climate tech initiative backed by Woodside Energy. Photo by Natalie Harms/InnovationMap

Rice University has announced its latest initiative to advance clean energy technology into commercialization with a new partnership with a global energy company.

Woodside Energy, headquartered in Australia with its global operations in Houston following its 2022 acquisition of BHP Group, has committed $12.5 million over the next five years to create the Woodside Rice Decarbonization Accelerator.

"The goal of the accelerator is to fast track the commercialization of innovative decarbonization technologies created in Rice labs," Rice University President Reginald DesRoches says to a crowd at the Ion at the initiative's announcement. "These technologies have the potential to make better batteries, transitistors, and other critical materials for energy technologies. In addition, the accelerator will work on manufacturing these high-value products from captured and converted carbon dioxide and methane." Read more.

10 most-promising energy tech startups named at annual Houston event

Over 500 people attended the 21st annual Energy Tech Venture Forum hosted by the Rice Alliance. Photo courtesy of Rice

Investors from around the world again identified the most-promising energy tech startups at the Rice Alliance for Technology and Entrepreneurship's annual event.

"The recognition that Houston is the epicenter of energy transition is growing. It's something we are championing as much as possible so that the world can know exactly what we're doing," Paul Cherukuri, chief innovation officer at Rice University says at the 21st annual Energy Tech Venture Forum.

The event took place during the inaugural Houston Energy and Climate Startup Week, and nearly 100 startups from 23 states and seven countries pitched investors Wednesday, September 11, and Thursday, September 12. At the conclusion of the event, the investors decided on 10 companies deemed "most promising" from the presentations. Read more.

Port Houston lands $3M EPA grant to drive green initiatives, cleantech innovation

The grant, funded by the federal Inflation Reduction Act, will help promote cleaner air, reduced emissions, and green jobs. Photo via Getty Images

Port Houston’s PORT SHIFT program is receiving nearly $3 million from the U.S. Environmental Protection Agency’s Clean Ports Program.

The grant, funded by the federal Inflation Reduction Act, will help promote cleaner air, reduced emissions, and green jobs.

“With its ambitious PORT SHIFT program, Houston is taking a bold step toward a cleaner, more sustainable future, and I’m proud to have helped make this possible by voting for the Inflation Reduction Act,” U.S. Rep. Sylvia Garcia says in a news release. Read more.