The Texas Medical Center is buzzing with recent innovation news, from Texas A&M University naming its buildings, Houston Methodist is introducing a new technology, and more. Photo by Dwight C. Andrews/Greater Houston Convention and Visitors Bureau

Houston's innovation ecosystem has been booming with news, and it's likely some might have fallen through the cracks.

For this roundup of short stories within Houston innovation, Deloitte is looking for tech companies to honor, a few Houston innovators have fresh funds, buildings rising in the Texas Medical Center now have names, and more.

Texas A&M names buildings in Innovation Plaza

Texas A&M University has named the buildings that will be a part of its Innovation Plaza. Photo courtesy of Texas A&M University System

The Texas A&M University System has revealed the names of the three buildings in the Texas A&M Innovation Plaza rising near the Texas Medical Center: Discovery Tower, Life Tower, and Horizon Tower.

Discovery Tower is the future home of A&M's EnMed program and is currently being renovated from an 18-story office building. Life Tower, which is expected to deliver in June 2022, is a 19-story, 714-bed student housing tower for Texas A&M medical students and Prairie View A&M University nursing students. Lastly, the Horizon Tower will be a 17-story, 485,000 square-foot integrated building that will feature a 13-story parking structure at the bottom.

SecurityGate closes series A

Ted Gutierrez, CEO of SecurityGate, announced the closing of his company's series A. Courtesy of Security Gate

SecurityGate.io, a software-as-a-service cybersecurity startup based in Houston, has closed its series A fundraising round. Houston Ventures led the capital raise. The amount raised has not been disclosed.

"It was very attractive to us how tightly tuned SecurityGate.io is to the needs of their customers," says Chip Davis, managing partner at Houston Ventures, in a news release. "Successful enterprise software companies generally know they are instruments of change for their customers."

Davis says the feedback from SecurityGate's customers was what sealed the deal.

"Digital transformation is no easy task in highly dynamic environments, especially when the risk of cyberattacks keeps rising daily. We're excited to partner with Houston Ventures who sees this market growing, and our clients that see our vision of the future," says Ted Gutierrez, CEO of SecurityGate, in the release.

Well Health launches at Houston Methodist

Thanks to tech from the West Coast, a Houston hospital has optimized virtual visits. Courtesy of Methodist Hospital/Facebook

Through a partnership with California-based WELL Health Houston Methodist was able up the ante on virtual visits during the pandemic. According to a news release, WELL enabled Houston Methodist to deliver over 260,000 text messages to patients Houston Methodist. The messages educated them about virtual care, schedule visits, and more.

"The ability to communicate back and forth, assuring patients that we are here for them both virtually and in-person is crucial as we continue to safely provide care in the midst of this pandemic," says Tesha Montgomery, vice president of operations and patient access at Houston Methodist, in the release.

Houston podcast network raises over $1 million

A podcast network with Houston ties has raised a seed round. Pexels

Lemonada Media, a podcast network with Houston roots that launched in September, has raised $1.38 million in a seed funding round led by Blue Collective, an early-stage venture capital firm. The fresh funds will allow for strategic growth for the two co-founders, Jessica Cordova Kramer, CEO, and Houstonian Stephanie Wittels Wachs, chief creative officer. Lemonada also plans to hire several positions including vice presidents across finance, production, and marketing.

"We are slated to be a content and talent incubator, spinning out new audio concepts and hit series that present humanity, unfiltered," says Wittels Wachs in a news release. "Now more than ever, people are hungry for content that addresses their lived experience, those that are mundane, and those that may be painful and isolating. Because our company was built off a mountain of personal grief and loss, Lemonada is well-situated to cut through the noise, create beautiful works of art, and make people laugh and feel less alone along the way."

Deloitte is looking for tech companies for annual competition

For the 26th year, Deloitte is looking for cutting edge tech companies. Photo courtesy of Deloitte

Deloitte has opened applications for its 2020 Technology Fast 500. The application is available online and closes July 17. To be eligible for the award, the startup must be in business for a minimum of four years, have its headquarters in North America, have fiscal year 2016 operating revenues of at least $50,000, a fiscal year 2019 operating revenues of at least $5 million USD with a growth rate of 75 percent or greater, and own proprietary intellectual property or proprietary technology which must be sold to customers in products or services that contribute to a majority of the company's operating revenues, according to the contest's rules.

Companies should also fall within one of the following industry categories: biotechnology/pharmaceutical, communications/networking, digital content/media/entertainment, electronic devices/hardware, energy tech, medical devices, semiconductor, or software/SaaS.

Lazarus 3D delivers PPE to Haiti

A few Houston innovators have helped get Haitians critical PPE. Photo courtesy of Orolait

A few Houston innovators have helped connect health care workers in Haiti to some PPE. Ana Rojas Bastidas, founder of Orolait, and Jacques and Smriti Agrawal Zaneveld of Lazarus 3D, teamed up to ship over 1,000 pieces of PPE to United States Foundation for the Children of Haiti which supported orphanages, schools, and a hospital called Hopital Espoir.

In the middle of April, Bastidas saw the organization's need for PPE and saw how Lazarus 3D was creating materials. The group in Haiti received the supplies by the beginning of June.

"I'm really proud of the collaboration between myself and the Lazarus 3D team," Bastidas says. "Smriti and Jacques are absolute gems and while our businesses are completely separate, we found a common problem we both had the resources to tackle."

CryptoEQ begins offering consulting packages

Need custom cryptocurrency support? CryptoEQ is here to help. Courtesy of CryptoEQ

A cryptocurrency startup based in Houston has expanded its service to include custom-consulting packages.

"With our personalized packages, gain the market insights you need to refine your cryptocurrency investing and trading strategies," writes Spencer Randall, co-founder and principal of CryptoEQ.

The packages come at three levels: the enthusiast, the professional, and the expert. The individualized support begins at $499, and more information can be requested from the startup by emailing team@cryptoeq.io.

This week's innovators to know in Houston all have new and exciting things to announce. Courtesy photos

3 Houston innovators to know this week

who's who

Who are Houston's innovators to know? Well this week, here's who made headlines, from a well-known Houston software entrepreneur and investor rolling out a new line of business for his company to a new podcast network with Houston roots.

Gabriella Rowe, executive director of operations at The Ion

ION Accelerator ribbon cutting event, with Mayor Sylvester Turner and business partners.

Photo by Carter Smith/Station Houston

The entrepreneurial hub dubbed the Ion that's expected to premiere in Houston's innovation district in 2021 has a new operating organization and the Rice Management Company has tapped Station Houston CEO Gabriella Rowe to run it.

"To ensure that The Ion is a catalyst for the continued growth of the innovation ecosystem, we've been collaborating with Gaby and her team as well as civic leaders, Mayor Sylvester Turner, Harris County commissioners and Midtown Houston," says Allison Thacker, president and chief investment officer of the RMC, in a news release. "We know that under Gaby's leadership The Ion will become an innovation hub for not only all Houstonians, but for anybody looking to thrive and collaborate in an entrepreneur-first, tech-forward environment." Read more.

Rakesh Agrawal, founder and CEO of SnapStream

Photo courtesy of SnapStream

Houston-based SnapStream has expanded its services, and CEO and Co-founder Rakesh Agrawal appears on the third episode of the Houston Innovators Podcast to discuss his company's growth and the role he plays in the Houston innovation ecosystem.

"A lot of people go to this question of, 'What's wrong with the Houston ecosystem?' If there's anything that's a fundamental characteristic of Houston that we need to change that would really help the startup and innovation ecosystem is that often in Houston, the left hand doesn't know what the right hand is doing," Agrawal says on the podcast. Read more.

Stephanie Wittels Wachs, co-founder of Lemonada Media

Photo via Twitter

It's safe to say that Stephanie Wittels Wachs didn't have start and run a podcast network in her life's master plan. Nonetheless, the Houstonian can check that box after she launched Lemonada Media with her business partner, Jessica Cordova Kramer. The network is about creating provoking, uncensored content about life and humanity.

"This is everything I've done in my whole life," she tells InnovationMap. "It sort of combines my writing and my education background and my artistic background and some voiceover background and my activism. It's everything." Read more.

Lemonada, founded by Houstonian Stephanie Wittels Wachs and Jessica Cordova Kramer, wants to air content that takes an unfiltered approach to life. Pexels

Houstonian launches her podcast network to talk about the tough stuff

unfiltered and on air

Even before Stephanie Wittels Wachs' Lemonada Media launched its first podcast on September 25, the network got a shout-out from none other than the New York Times, which listed its "Last Day" offering as one of seven new podcasts to listen to this fall.

The media company, which Wachs built with award-winning podcaster Jessica Cordova Kramer, takes aim at the human experience in all its messiness: addictions, the troubles of raising decent children, how we develop empathy. Its three shows will be distributed by The team has partnered with Westwood One on distribution, and upcoming guests include such star power as Jamie Lee Curtis, comedians Sarah Silverman, Tig Notaro, and Aziz Ansari, author Reza Aslan, actress Mara Wilson, activist DeRay McKesson, songwriter Justin Tranter and filmmaker Kulap Vilaysack.

None of it, however, is what Wachs set out to do in her life. But she knows it's exactly where life led her.

"This is everything I've done in my whole life," she tells InnovationMap. "It sort of combines my writing and my education background and my artistic background and some voiceover background and my activism. It's everything."

A part of that everything is her brother Harris Wittels, a creative force in his own right, known for his works on Parks and Rec, who died of a drug overdose (Wachs used her reaction to that to write Everything is Horrible and Wonderful, which not only chronicles Harris' addiction, but also how she processed her grief). He was a podcaster as well, and Wachs says this venture helps continue that legacy.

"But it's also about activism," she says. "About opioids and every other epidemic we're going through that feels so unsolvable. And that's how I roll."

Since her brother's death, Wachs has looked for ways not only to process the grief and anger she felt, but also found herself more and more drawn to finding ways to educate people and advocate for better understanding of addiction and ways to treat it. When her two young children were diagnosed with hearing disorders, she found herself advocating for having hearing aids covered by health care. So, while she may not have wanted to step into an activist role, once she found herself there, she threw herself into it with her characteristic energy and intelligence and not a little humor.

"Our goal is to make shows that help people get out of bed in the morning, that help people deal with the hardest shit in their lives," says Kramer in a press release announcing the podcast launch.

Kramer and Wachs met in 2017. Kramer had heard Wachs on another podcast, and as the two continued talking, they realized they were developing a shared mission. Lemonada takes its name from the idea of taking life's lemons and making them into lemonade – incorporating the bitter and the sweet.

To make the transition from writer and artist to media maven, Wachs drew on her already established strengths of community building and a desire to create high-quality content.

"We really wanted to bring a community flavor into the mix," she says. "And, as a women-run company, it was huge for us to have women's voices."

Houstonian Stephanie Wittels Wachs and Jessica Cordova Kramer launched Lemonada this fall. Photo via lemonadamedia.com

The result is a podcast network that brings to bear what Wachs calls incredible talent. The starting lineup includes "Last Day," which launched Sept. 25. Wachs confronts massive epidemics with humanity, wit, and a quest for progress. Starting with the opioid crisis, the show zooms in on a person's last day of life, exploring how they got there and how we, as a society, have gotten here.

Debuting on October 24, "As Me with Sinéad" explores the concept of empathy and how listening brings us closer. Academic, TED alum, and advocate Sinéad Burke leads candid conversations with diverse, notable guests who explain what it's like to be them. They challenge us to confront our biases, deepen our humanity, and feel empowered to impact and change the world around us.

And later in the year, with a debut date of November 26, comes "Good Kids: How Not to Raise an A**hole." For 15 minutes each week, a diverse set of parents, teachers, policy makers, and world shapers grab the mic and offer relevant advice, rants, and reflections. "Think of this as a quasi-manual for how to raise better humans," read the show's description in the press release.

"It feels almost non-profit in flavor," Wachs says of the endeavor. "I mean, we are a for-profit company, but it's mission driven, and that was important to both of us."

That mission, it seems, has also taken over the Wachs household. Over the summer, Wach's husband, Mike Wachs quit his job to work full-time with Lemonada, and Kramer's husband works in Lemonada's leadership, as well. That sense of family is galvanizing to Wachs, who loves that the new venture gives her time and space to watch her children grow. She's also crazy about how technology – everything from audio editing programs to conference calling to texting and FaceTime – has made Lemonada possible. Kramer took a safari as she and Wachs were planning the launch.

"I love that!" says Wachs. "We put everything on Slack and even though she was halfway around the world, it was like she was in my house."

The partnership with Westwood One gave Wachs her own tiny studio at 104 KRBE.

"It's really, truly miraculous," she says of the way the business was built. "And I know we all bring all these great gifts to the table. Mine is that I am able to talk all day," she quips."

Both she and Kramer are baking on the idea that there are a lot of people out there who feel like they do, that it's easier to survive life's challenges when you know you're not alone, who are ready to tune in and listen.

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Startup aims for goal of connecting Houston sports community

game on

In virtually no time at all, Sportlo has built its reputation on the simplest of foundations: community.

Thilo Borgmann and Sebastian Henke founded the local hub for sports parents earlier this year as a tool for sports moms and dads to stay connected with local leagues, sports clubs, coaches, and other parents with children involved in youth sports in the greater Houston area.

"We make it easy for sports parents to keep up with what's happening in their local youth sports community," says Henke. "With our platform, they can discover tryouts, camps, and sports clubs. They can also join and create groups, find private coaches for their kids, and more."

Borgmann and Henke are both former NCAA Division 1 soccer players who starred while they were student athletes at Houston Baptist University, then went on to become well-known private coaches.

The sports-loving duo saw a dearth of useful information for sports parents on popular social media sites, so they created the platform to give users a central place to communicate with each other, join and create groups, discover tryouts and camps for their children and find private coaches across the city to help their young athletes reach their goals.

"We were both involved in sports for most of our lives and then got into private coaching," says Henke. "Overall, what we saw was that there is an entire ecosystem of youth sports and it was very much unorganized."

Henke says sports clubs weren't able to reach potential members and their parents. He says they envisioned a one-stop-shop approach to the sports ecosystem.

"So, Sportlo is focused on sports parents, but within the community, we try to connect persons with coaches, with clubs, with colleges and so on," Henke says. "That's the vision behind it, so people will have a place to have a community, to get advice and tips and then they will have access to certain services and information."

The plan for Sportlo has already evolved in its short life. Originally the platform was going to support just private coaching.

"After we got more feedback from parents and first users, we started to adapt the product and rebuilt the product," Henke says. "Based on the surveys we collected online, parents wanted us to find ways how to connect them with each other, so that's why we started building it as a new page and that's how we realized where it needed to go."

The biggest lesson in listening to their users was understanding that any initial vision to help a community must also be focused on or include what's intrinsically valuable to the users.

"Too often, people get focused on their own ideas and forget that feedback offers surprising moments," says Henke. "Users gave us a whole new path, which kept us from going in the direction where users wouldn't want the product to go."

Feedback from users is key, Henke says, and he recommends startup founders prioritize user experience and constructive criticism.

"All of the ideas that we had in our head, at some point we had to stop and reevaluate them and then focus on the most important thing first and then go from there," he says.

Still, the launch of Sportlo was not without its own unique challenges. Its March go-live date coincided in point of time with the spread of COVID-19, which ultimately turned into a worldwide pandemic.

"We haven't had to make any major changes," says Henke. "But groups on the platform have focused on that topic because there are no sports happening at the moment and they are eager to get them back. But other than that, it's not something we've had to focus on. But for parents, they've focused on related topics, like how to keep their kids busy at home doing exercises, things like that, or when discussing when their kids' clubs are starting back up and how to keep kids safe."

In addition to forming groups and sharing a variety of sports-related topics, parents can post pictures and videos of their child's latest tournament or game, get access to useful articles shared by fellow parents and find recommended sports products for themselves or their child.

"The main reason we added that social component was because we wanted to have a user timeline so when they log in, all the users can see something sports related," says Borgmann. "There's so much noise, with politics and posts that are only about the coronavirus and all that, so we wanted to focus on sports and have parents be able to show how their kid is doing, see other kids in action and support each other with a focus on sports without seeing all the other distractions that might be on other platforms."

For now, Sportlo is focused solely on keeping Houston informed, but it will look to expand to other cities and states when the time comes.

"We are focused right now only on Houston, because we know Houston and Texas and we've experienced different levels of sports in this area, so we want to stay local," says Henke. "Then, the next step is we intend to take it to other cities within Texas. And at some point, our vision is to have the entire youth ecosystem of the United States."

Now is the time to expand machine learning, says Houston researcher

Houston voices

One might not expect the game of checkers to have anything to do with artificial intelligence, but the game really marked the beginning of machine learning in 1959. Pioneered by an MIT professor named Arthur Lee Samuel, it was discovered that teaching a simple strategy game to a computer is not so simple when every move needs to be anticipated.

Smart machines Additionally, in a Forbes article about the difference between artificial intelligence and machine learning, Bernard Marr comments, "Artificial Intelligence is the broader concept of machines being able to carry out tasks in a way that we would consider 'smart'. And, machine learning is a current application of AI based around the idea that we should really just be able to give machines access to data and let them learn for themselves."

That's the premise of many a movie involving computers which become sentient, but is it really science fiction anymore?

Meet the new boss

Teaching a computer to think like a human is advantageous and includes the added bonus of increased speed. Computers aren't biased, either — which is why huge corporations, such as Unilever, use computers to thin out their first wave of applicants. You actually interview with a bot when you begin the employment process there.

Cause and effect AI and ML are often used in cybersecurity efforts — at least one would suppose. But in Security magazine, Jordan Mauriello writes: "AI/ML cannot do causation." That means artificial intelligence cannot, at this point in time, tell you why something happened. The why? is best left to experts who deal with game theory and other ways of determining how to defend against hypothetical attacks.

Get in on the ground floor

The field is growing and students at colleges across the country are beginning to train for careers in it in droves.

"America's top colleges are ramping up their research efforts and developing concentrations for their computer science degree programs to accommodate this high-tech field," writes Great Value Colleges on their blog. It looks as though this discipline is on an upward trajectory and shows no sign of slowing down.

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This article originally appeared on the University of Houston's The Big Idea. Sarah Hill, the author of this piece, is the communications manager for the UH Division of Research.

Houston entrepreneur plans to revolutionize and digitize the energy industry

Q&A

A Houston energy tech company announced a new artificial intelligence platform that aims to digitize the oil and gas sector to provide the best efficiency and return on investment at every stage of the supply chain cycle — from drilling and production to completion.

Enovate Upstream's exponential growth, says Camilo Mejia, CEO and founder of the company, has already led to two new strategic partnerships in the works with European and Latin American companies.

"We see a better future in the oil and gas industry," Mejia shares in an interview with InnovationMap. "Our team worked in various roles in O&G, and we don't think the industry will end up as some people may think. The future will be different and digitized, we are just here to facilitate that transition to give back to the industry that gave us a lot."

The company's proprietary cloud-based ADA AI digital ecosystem is challenging the assumptions of the industry by using new technology powered artificial intelligence to provide historical data with AI to give real-time production forecasting. Thanks to the cloud, users can access the information anywhere in the world.

The new platform combines three models — digital drilling, digital completions, and digital production — that provide precise data that can be customized to the client's needs, integrating into an existing platform easily for a real-time view of their return on investment and carbon emission output.

Mejia shares more about his company's growth and what goals Enovate Upstream is setting to continue the course of digitization in the oil and gas industry in the Q&A with InnovationMap.

InnovationMap: What inspired Enovate Upstream’s focus on artificial intelligence technology for the upstream value chain?

Camilo Mejia: For the past five or six years, there's been talk of digitalization, and the value of data. The next level is not the value of the data, it's about the automation, how you can improve operations, and how you can help customers to make better decisions. Every single technology that we are developing here is about the return of investment.

Our AI concept is about the physics behind the data. We are accelerating digital adoption by properly showing the tangible value of the technology by speaking the same language and showing the value from the oil and gas perspective, which was one of the challenges other AI technology faced to break into the industry before. Our artificial intelligence component upgrades this technology to optimize the industry while integrating it with this digital ecosystem all in one place. The digital ecosystem we're building covers the entire value chain.

One of the challenges the industry faces is around capital allocation — how we can help customers to properly allocate capital into projects, which is a fundamental way we forecast new projects. Another challenge is the size of the organization that ranges from corporations to small businesses. They have many opportunities to improve cost but that varies across companies.

We are overcoming that challenge in order to develop a technology that can show the inefficiencies between the sizes. The third challenge is the adoption of digital technology. There are two different ways of deploying artificial intelligence. One is data-driven analysis, data-driven models, or data trading — this is the foundation.

IM: What fundamental changes do you think your cloud-based ADA technology can provide across every stage of the value chain?

CM: The biggest change we have in the platform is revising the workflow based on the production size. We use the data the customers already have, to develop a model that changes the way we forecast production in the industry. Before you deploy the capital and execute the project, you are going to have a better idea of the maximum potential profitability, so you can make better decisions at any stage from that point.

One of the inspirations for this was Tesla. The automotive industry was failing to provide a self-driving vehicle because it was using mathematical approaches, but Tesla overcame that challenge using data of millions of drivers to drive and park the cars efficiently, optimizing the process.

We are doing exactly the same, which is applying mathematical equations only for drilling forecasts, production forecasts, and using the data from the wells to see how the projects are behaving. We also integrate the modules so every single module is communicating with each other at every stage to correlate back to a production forecast to set your targets or operation based on that expected return of investment.

Our concept is about the return of investment, in order to develop the ROI concept, you got to plan the events right and the varying size production, that becomes the second component. The third component is about optimization of operations, which is about automation to improve operations and therefore decision-making. We are developing technology that has a very modern interface to automate operations in a more intuitive way so customers can be independent in the process and make the best decisions.

IM: At the moment, there is a need for virtual connections. How does your technology allow certain hands-on tasks to be handled remotely?

CM: In many ways, we have a big project in the Gulf of Mexico. We place technologies that we are using in today's market and deploy a platform that customers can use independently. We can also automate operations to the cloud by just deploying, trimming the data out of the field straight to the cloud so that people in the field can actually use the AI component to optimize operations. We don't require face to face interaction using the cloud environment.

Since the coronavirus these digital components have been on demand, we have grown about 500 percent from the end of Q1 and into the middle of Q2. We are experiencing an acceleration in the adoption of digital technology, but the ability to deploy the technology through the cloud has been instrumental in gaining more traction in the market. As a matter of fact, just as an indicator, we have been hiring people since the start of the coronavirus.

IM: Enovate Upstream started a year ago since then you’ve experienced exponential growth. What are a couple of goals that the company will achieve by the end of the year?

CM: Our strategy is focused on the next level for the company, which is securing funding round with investors in London. We are also aiming to facilitate the deployment of our technology globally. We are focusing on the United States and Latin America, but we hope to expand our funding round to Europe and the Middle East.

Our other goal lies with our partnerships, we are working through a distribution channel, through larger service companies that are facilitating the commercialization of the technology. The focus is on enabling these companies to properly support the customers by doing more technology integration and increasing the value creation.

The next goal is obviously to sustain the company, even though we have been growing, there is a lot of uncertainty in the market, and we are focusing on building the culture of the company, which is challenging in a virtual space.

IM: How has Enovate Upstream navigated an unstable market amid your rapid growth?

CM: That's a good question. I think the lesson is that you can always end up in a different direction. Coronavirus is having a big impact on many businesses, often negatively, but for us, it was instrumental to realize the full potential of the technology we were developing.

We saw that the activity was going from operations to the financial sector with companies selling assets to sustain their business. There were a lot of customers trying to decide what kind of wells they need to continue producing, so that was a market that we didn't capture before.

We grew the technology in that direction by starting a second company called Energy Partners. We created a joint venture with some producers in South Texas to make better decisions in asset acquisition. It was instrumental for us to realize the full potential on the finance side, as opposed to operations where the initial focus was.

We have assets in South Texas now and from a technology standpoint, it's the ideal way to test our analytic technology. We use our technology to properly evaluate the return of investment to make decisions about acquiring assets to optimize the operations and increase production. We have the opportunity to prove the technology with our investments, so we can actually build trust with customers. We are 100 percent sure that the technology works the way we say it works.

IM: There’s a huge emphasis on sustainability in the energy industry. How does your technology reduce carbon emissions?

CM: There are two kinds of components here. The first one is about optimizing operations — personnel transportation at the field level. We have studied calculations of what carbon dioxide output looks like to reduce it in terms of optimizing transportation, technology, and contributing to innovative ideas. We are currently initiating a feasibility study on a carbon capture technology, and working with customers to provide value in the technology in various aspects.

IM: I see several partnerships have already begun. Are you looking for more and what role do these partnerships play for your business?

CM: We have two partnerships about to close. One is with Telefonica, a Spanish telecommunications company, and another with Pluspetrol, an Argentinian production company. Telefonica provides cybersecurity services to oil and gas companies, we actually work with them to deploy our technology in Latin America and Europe. They provide the cloud and cybersecurity component while we provide the AI component.

In terms of our technology development, Pluspetrol has been one of our partners from the very beginning and we continue developing more technologies with this particular customer. They provide us with access to real data and real operational conditions that facilitate technological innovation.