Houston oil and gas software company closes $15 million round led by local PE firm

Money on the mind

Houston-based Tachyus closed a $15 million Series B round. Photo courtesy of Thomas Miller/Breitling Energy

It's pay day for Houston-based Tachyus. the data-driven software company has closed its Series B fundraising round at $15 million. The round was led by Houston-based Cottonwood Venture Partners, a private equity firm that funds companies using technology to solve problems within the energy industry.

Tachyus was founded in 2013 in Silicon Valley and recently relocated to Houston. The fresh funds will go into growing its cloud-based, artificial intelligence-enabled platform.

"In this economic environment, oil and gas operators need disruptive tools to optimize their fields," Tachyus CEO and co-founder, Paul Orland, says in a release. "This investment allows us to reach more customers and accelerate the delivery of new technology that improves our clients' business performance."

The company has already grown its client base and has customers in Argentina, Europe, and Asia. Tachyus joins several other tech-focused energy startups in CVP's portfolio, including Ambyint, Novi Labs, and SitePro. Houston-based Tudor, Pickering, Holt & Co. served Tachyus as its financial adviser.

"As the oil and gas industry evolves in the face of new commercial challenges, operators need to focus on getting the best performance from their assets, and Tachyus' technology has a track record of doing just that," says Jeremy Arendt, managing partner of CVP, in the release. "We are excited to partner with the Tachyus team to expand their reach and empower customers to optimize production across their fields."

Tachyus closed its last round in 2016 with a $4 million investment from Primwest, according to CrunchBase. Before that, the company had raised several million.

Last year, the startup restructured its C-suite. Tachyus co-founder Dakin Sloss transitioned from CEO to chairman, and Orland, who was previously CTO, took the reins, according to a release.

Paul Orland is CEO of Tachyus. Photo via tachyus.com

The Agora track of CERAWeek focuses on all things innovation in energy, from panels to pods and even "houses" like the one pictured. CERAWeek/Facebook

5 can't-miss innovation events at CERAWeek featuring Houston speakers

Agora track

Hundreds of energy experts, C-level executives, diplomats, members of royal families, and more are descending upon Houston for the 2019 CERAWeek by IHS Markit. For the second year, the conference will have its Agora track, focused on innovation within the energy sector. The Agora track's events — thought-provoking panels, intimate pods, and corporate-hosted "houses" — will take place in various locations in the George R. Brown Convention Center.

Undoubtedly, many of the panels will have Houston representatives considering Houston's dominance in the industry, but here are five innovation-focused events you can't miss during CERAWeek that feature Houstonians.

March 11: Oil & Gas: Realizing value from digital transformation

In oil and gas, money talks, but justifying the value of integrating new technology or devices can be tricky and hard to navigate. Houston-based Justin Rounce of TechnipFMC and Michelle Pfluger of Chevron Corp. are among the panelists who will attempt to shed light on best practices and new ways of thinking.

Catch the panel at 4:30 pm on Monday, March 11. Learn more.

March 12: Sea Change: Autonomy, automation, offshore & the ocean

Offshore oil and gas rigs are a hotbed for new innovations and technologies — especially when it comes to automation. Two Houstonians join the panel that will discuss emerging tech in offshore E&P — Diana Grauer, TechnipFMC director, External Technology Engagement – North America, and Nicolaus Radford, Houston Mechatronics chief technology officer.

The event takes place at 9:15 am on Tuesday, March 12. Learn more.

March 12: Digital Ledgers: Oil & gas supply chain

Let's talk blockchain integration in oil and gas. The technology has a lot of potential in several aspects of the supply chain, but this panel — which features Andrew Bruce of Houston-based Data Gumbo — will weigh the pros and cons of the technology as well as go over the initial results of early adaptors.

The discussion begins on Tuesday, March 12, at 2.45 pm. Learn more.

March 12: Models of Innovation: Today & tomorrow

Inarguably, the energy's innovation ecosystem differs from that of other industries, but to what end? A panel of professionals — including Houston-based Chevron Technology Ventures President Barbara Burger — will debate the challenges within innovation in energy, innovative corporations, and the best strategies moving forward.

The panel is on Tuesday, March 12, at 2.45 pm. Learn more.

March 14: Urban Resilience in a Changing Climate

You can't have an energy-focused conference without addressing the elephant in the room that is climate change, and Houston-based Sunova CEO John Berger and City of Houston Chief Sustainability Officer Lara Cottingham are the right people to do it.

The panel will take place on Thursday, March 14, at 10:30 am. Learn more.

Can't-miss pods

While panels focus on a challenging topic of discussion, the Agora Pods are platforms for companies to showcase new tech or developments or present their successes. Here are some pods hosted by Houston companies you shouldn't miss.

Penrose's advance process control software can increase production by 10 to 15 percent in downstream oil and gas refineries. Pexels

Houston oil and gas software company is increasing downstream productivity while lowering emissions

Efficient energy

In the next 30 years, the world will need 30 percent more energy due to population growth. While energy production will increase to keep up with demand, there is an increasing concern with the impact on the environment.

"How do you produce more energy without emission increases or more air quality pollution?" asks Erdin Guma, CFO of Penrose Technologies.

According to Guma, Penrose is uniquely well-suited to solve these serious challenges with its advanced process control technology increases the productivity of a chemical plant or refinery by 10 to 15 percent. The increase in productivity means the plants use less fuel to produce the energy. The plant then releases fewer emissions while producing the same amount of energy.

The technology itself is an automation software — similar to autonomous software on a plane. The autonomous operation increases downstream productivity, which brings about the energy efficiency.

"Our autopilot software (like a human operator) can manage and foresee any unexpected disturbances in the plant," Guma explains. "The achievements that the Penrose technology has brought about seemed impossible to chemical and process engineers in the refinery space a few years ago."

Penrose recently signed its first project with one of the biggest downstream firms in the world. With a network of refineries and petrochemical plants around the world, this contract could lead to a global roll out of the Penrose technology.

A ground-breaking technology for O&G
The word "Penrose" is taken from a penrose triangle, an impossible geometrical object. Guma explained that the energy efficiency brought about from their software seemed impossible at first. Penrose has been able to reduce emissions inside plants and refineries by 15 to 20 percent while keeping production at the same level.

In 2007, a chief engineer working at a major oil and gas processing plant in Houston procured the technology for one of his plants. When the engineer saw how well the technology worked, he founded Penrose Technologies in 2017 with Tom Senyard, CTO at Penrose, who originally developed the technology.

After starting the company at the end of 2007, Penrose joined Station Houston. Guma said that by becoming a member, Penrose was able to plug into a large refining and petrochemical network.

"Penrose Technologies is completely self-financed. We worked with [Station Houston] as we finalized the software to find out what potential customers thought of the product. For us, Station Houston has been a great sounding board to potential investors in the company," Guma says.

Guma also explained that while there has been an uptick in innovation in the last few years, the refining and petrochemical business is traditional a slow mover in the uptake of innovation.

"I think more major oil and gas firms are becoming attune to startups and the innovation solutions they offer," Guma says.

He went on to explain that the biggest challenge Penrose faces is perception. Since the software allows plant operators and engineers at the plant to be hands off in the processes, there is a concern with reliability. For industry insiders, any viable product must be reliable even when process conditions at the plant change, which can happen often.

"The Penrose software is maximum hand off control from operators, and the reliability of our software gives us a huge edge in other competing products that can be unreliable," Guma says.

Future growth on a global market
Given the pressing need for more environmentally sustainable energy production, new technology will be adopted in the oil and gas energy. As Guma explains it, there will be no way to continue producing energy as it's been produced for decades because the negative effects of air pollution and emissions will be too severe — particularly in the areas where refineries operate.

"We see the global market for this type of technology as severely underserved," Guma says. "It's a big and sizable market, and I think we can reach a $2 to $3 billion valuation in the next five years."

With a core team of six employees in Houston, Penrose's software is now commercially available, and the company is in full growth mode at this point. The software can be distributed directly to customers, but they are working to develop distribution with major engineering companies as well.

Guma is grateful to be in an environment conducive to energy start-ups. He sees Houston as a major advantage given its proximity to the energy sector.

"No technology rises up in a vacuum. Any new technology needs a good ecosystem to come from," says Guma. "Houston was that ecosystem for Penrose."

From a new energy tech accelerator to an oil and gas podcasts, these three entrepreneurs have some names to remember. Courtesy photos

3 Houston energy tech innovators to know this week

Who's who

While Houston has historically been known as an oil and gas town, it's been slow on the uptake for being known for its energy tech — something these three entrepreneurs are looking to change. From a new energy startup accelerator to an oil and gas podcast, these three energy tech innovators are ones to know this week.

Jacob Corley and Collin McClelland, co-hosts of the Oil and Gas Startups Podcast

Courtesy of Oil and Gas Startups Podcast

Despite having experience in the oil and gas field and in entrepreneurship, Jacob Corley and Collin McClelland learn something new each episode of the Oil and Gas Startups Podcast. The show has seen surprising success to the duo and has been attracting around a thousand new listeners each week.

"You think thing not many people would listen to a podcast that's so focused on something they do for their job, but that's completely wrong," Corley says.

The primary goal for the pair is to share the stories of entrepreneurs who are revolutionizing an industry that tends to be known as a slow adaptor or conservative. Great startups exist here in Houston, and McClelland and Corley want to tell you about them.

"We kind of wanted to bridge the gap between Silicon Valley and oil and gas and show the world what was going on in the industry — and specifically in Houston," McLelland says. Click here to read more.

Patrick Lewis, managing partner of BBL Ventures

Patrick Lewis has worked for years trying to rethink how energy companies and private equity interact with startups. Startups have trouble proving themselves to big oil and gas companies and private equity things energy tech is more trouble than its worth.

"Energy tech is a grossly underfunded industry. Venture capitalists hate it — the hyper cyclical industry, extremely long sales cycles, slow adopters — but that creates opportunities," Lewis says.

But Lewis, managing partner of BBL Ventures, has created a software that tracks oil companies' pain points and then allows him to tap startups that are solving those issues. Now, with BBL Labs, Lewis and his team will help to accelerate these energy tech startups into the market. Click here to read more.

The Oil and Gas Startups Podcast talks to local entrepreneurs who are shaking up the industry. Pexels

Growing Houston podcast is bridging the gap between energy and tech

On air

Collin McLelland and Jacob Corley want you to know that Houston has a whole lot of innovation in the oil and gas industry, and they want to tell you about it.

The two energy professionals launched the Oil and Gas Startups Podcast a few months ago to talk to energy entrepreneurs about oil and gas technology, leadership, and innovation.

"Jake and I really had a mission to shine a light on the oil and gas industry and what was happening in the technology and startup space," McLelland says. "There's a lot of exciting things going on, but not really a medium of content to see it."

The duo interviews a leader or founder of an energy startup — notable ones include Data Gumbo, Blue Bear Capital, and OAG Analytics — on an almost-weekly basis. Corley says he can tell the podcasts are helpful to listeners, because he and McLelland are learning a lot themselves.

"The conversations we have are genuine and authentic. The questions we ask are real," Corley says. "When we schedule something with someone, we purposely try to find out just enough about them to find out if we'll have a good episode with them."

Along with their sincere questioning, the hosts also bring a diversity in industry to the table.

"Collin is the guy who grew up in the field, and I have more of the tech background," Corley says. "From that standpoint, we really compliment each other."

While still new, the podcast has seen a lot of growth — about 1,000 new listeners each week over the past couple weeks — which is surprising to the two hosts since the topic is niche and professional.

"You think thing not many people would listen to a podcast that's so focused on something they do for their job, but that's completely wrong," Corley says.

McLelland says they've seen a shift in the industry. What's been known as a siloed, traditional field is being upended by new technology being introduced into oil and gas companies. A downturn resulted in a need for efficiency and a younger senior-level leadership — that's what's changed in the business, McLelland says, and that's why the podcast is here to document.

"To see the amount of traction the podcast has gotten within oil and gas really validates where the industry is going," McLelland says.

The two want to keep doing what they're doing when it comes to the podcast, while expanding into other media. They've launched a YouTube channel, and are working on regular content for a blog.

"We kind of wanted to bridge the gap between Silicon Valley and oil and gas and show the world what was going on in the industry — and specifically in Houston," McLelland says.


Collin McLelland (right) and Jacob Corley are the hosts of Oil and Gas Startups Podcast.

Houston-based LiquidFrameworks has been acquired by San Francisco-based Luminate Capital. Pexels

Houston startup exits to Bay Area private equity firm

Grand exit

A Houston startup has entered a deal with a San Francisco-based private equity firm, the companies announced on January 10. LiquidFrameworks, which provides cloud-based, mobile field operations management solutions to oil and gas, environmental, and industrial service companies, is now operating under Luminate Capital following the acquisition.

While not all the terms of the deal have been disclosed, Chip Davis, managing partner at Houston Ventures, says the transaction exceeded $50 million of PE investment from Luminate Capital. HV has been involved with LiquidFrameworks since 2012 and has invested a cumulative $6 million, Davis says, and brought in the company's current CEO and head of sales — both of who are still a part of the company's team.

"When we got involved, it was a very small company," says Davis. "As of today, it has enterprise customers of some of the largest oilfield services companies in the world."

According to the release, Hollie Haynes, Mark Pierce, and Sanjay Palakshappa from Luminate have joined the LiquidFrameworks board of directors. The PE fund's investment is a part of the recently closed $425 million Fund II.

"For over a decade, we have served field services companies by reducing revenue leakage, shortening cash collection cycles, and increasing overall operational efficiencies. We have streamlined the day-to-day operations for field services professionals and increased transparency across organizations by transforming previously paper- or excel-based workflows," says Travis Parigi, founder and COO of LiquidFrameworks, in the release.

"With a partner like Luminate Capital, we will continue to invest and develop product capabilities to better serve field services industries that have previously been overlooked by software innovation."

One of LiquidFrameworks' tools is FieldFX, which enhances companies' data accuracy and accelerates revenue capture and cash flow.

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Houston lab explores how AI bots can help the elderly

AI for aging

The University of Houston’s Empathetic Lifespan AI & Robotics for Aging (ELARA) Lab is currently conducting research into how AI bots may be able to help the elderly live more social and independent lives through several ongoing initiatives.

The lab officially launched last month as part of the Gerald D. Hines College of Architecture & Design under the leadership of Assistant Professor Chorong Park. Part of the lab’s mission is tackling ongoing problems with aging, such as dealing with disabilities and social isolation. Researchers’ current work is focused on designing a new AI companion bot specifically tailored to the needs of older people.

“We need to take all the needs of older adults seriously,” Park said in a news release. “They won't use the robot if they don't feel at ease or if they feel they are being constantly watched.”

The field testing of new AI bots in this population hopes to overcome several traditional obstacles in technology use among the elderly. A study by Park shows that many older people have a fear of overt surveillance when using advanced AI. There is also ageism to consider. Most new technologies are designed with younger and employed buyers in mind, not retirees who may need help remembering daily tasks or accessing important information.

“The more older adults are excluded from technology development, the worse those technology gaps will become,” Park said. “AI and the majority of technologies are created for younger people, so my research method integrates older adults directly into the design process.”

ELARA recently collaborated with the Mamie George Community Center in Richmond, Texas, to track seniors’ response to desktop AI bots like Emo and Cupboo. Researchers also had participants use air-dry modeling clay to create their ideal robotic companion.

While the eventual AI bot may be able to help the elderly feel less isolated and more supported, there are concerns to consider. A study published in the Asian Journal of Psychology charted the development of delusional thinking in a 72-year-old woman who became convinced the empathic-response bot was in love with her. The rise of “AI psychosis” has the potential to exacerbate mental health problems, particularly in socially isolated people, which a quarter of Americans over the age of 65 are.

ELARA’s research is focused on creating “pet-like” AI models with enhanced trust cues. If it can overcome the dangers of socially isolated people relying on AI for companionship, it could be a big step forward for independent aging.

SpaceX IPO set to be biggest ever and could make Elon Musk a trillionaire

IPO News

SpaceX says it plans to raise up to $75 billion when it goes public this month, setting the stage for the largest-ever stock market debut and putting Elon Musk on course to becoming the world's first trillionaire.

The company, formally known as Space Exploration Technologies Corp., said Wednesday it will sell 555.6 million shares at $135 a piece in an initial public offering. The estimated proceeds would easily top the $26 billion raised by oil giant Saudi Aramco in 2019. The offering would also give SpaceX a market value of $1.77 trillion. Only six companies in the S&P 500 are currently worth more, with Nvidia tops at $5.2 trillion.

Besides the size of the offering and the expected proceeds, SpaceX's amended prospectus updates details about how much control of the company Musk will have. As SpaceX's CEO, chief technical officer and chairman, Musk's voting power will come primarily through his ownership of 5.22 billion Class B shares, which give the holder 10 votes for every share held. According to the filing, Musk would have 82.4% of the voting power in the company.

Forbes currently values Musk's net worth at $826 billion and his stake in SpaceX at $542 billion. The estimated value of his SpaceX holdings was based on an overall value for the company of $1.25 trillion. Based on those numbers, a $1.77 trillion valuation for SpaceX would boost Musk's net worth by $223 billion, making him a trillionaire. However, much of Musk's worth is in stock that he has yet to cash in.

Even as it makes a bid for a blockbuster market debut, SpaceX is currently losing billions of dollars a year. The filing shows that the company lost $2.6 billion from operations last year on $18.7 billion in revenue, and the losses kept piling up at the start of this year, too.

Fantastical plans

Time will tell how SpaceX fares on the market. Musk's plans for the company are as fantastical as the money he hopes raise in the sale.

Colorful, even frightening in parts, the IPO document strikes a contrast with the typically dry, technical prose in IPO documents, detailing plans to use proceeds from the sale to help put men on the moon again and perhaps even Mars. In one section, it talks of a need to build "a permanent human colony" on the red planet with "at least one million inhabitants" as existential threats loom that could consign man to "the same fate as the dinosaurs."

Musk has almost equally ambitious plans for his other publicly traded company, Tesla. His goal is to transform the maker of electric vehicles into a producer of robotaxis and humanoid robots. Dan Ives of Wedbush Securities wrote in a research note that he expects Tesla and SpaceX to merge next year.

AI plays a key role

Key to the success of both companies — and any merged entity — is artificial intelligence. In its IPO filing, SpaceX says it sees potential revenue from AI of up to $26.5 trillion. But that depends on another lofty Musk ambition — putting data centers in space, which is not technologically possible at the moment.

Transforming his space company into a primarily AI-focused company will be a challenge for Musk, who started xAI in 2023 with 11 other co-founders who have all since left. Some were recruited away by rivals.

Its main AI product, the chatbot Grok, is "less impressive than anything that we see from any other major player in the space, whether that's OpenAI, or Anthropic, or (Google's) Gemini," said IDC analyst Arnal Dayaratna.

Dayaratna said that doesn't mean SpaceX doesn't have potential as a major AI player, thanks in part to its computing partnership with Anthropic and Musk's recent deal that gave SpaceX the rights to buy AI coding tool Cursor for $60 billion later this year. Folding in Cursor's capabilities would give SpaceX access to the coveted business customers now using Anthropic's Claude or OpenAI's ChatGPT.

SpaceX plans to use the net proceeds from the IPO to fund the expansion of infrastructure for its AI and rocket businesses, and to beef up the constellation of satellites that power Starlink Mobile, among other investments.

The company plans to list on the Nasdaq under the symbol "SPCX" and could begin trading as soon as the end of next week.

And SpaceX isn't the only colossal market debut investors are now bracing for. Earlier this week, Anthropic submitted a confidential filing with the U.S. Securities and Exchange Commission to officially start its own IPO clock.

OpenAI has not yet reported filing the initial SEC paperwork, but an IPO from the ChatGPT maker is widely expected.

"This listing represents the first major test for public markets after years of muted IPO activity with SpaceX paving the way for AI giants Anthropic and OpenAI to follow soon after," Ives wrote.

___

Associated Press Technology Writer Matt O'Brien contributed.

New UH survey reveals concerns over AI data center growth in Houston

data findings

A new report out of the University of Houston shows that area residents remain wary of the long-term effects of operating data centers.

The recent survey from the University of Houston’s latest SPACE City Panel, conducted by the Center for Public Policy at the Hobby School of Public Affairs, shows that while 85 percent of Houston-area residents use AI, nearly 63 percent oppose the construction of AI data centers within 1 mile of their homes.

Respondents’ concerns centered around data centers’ high energy demand and the area’s power grid reliability. According to the survey, 32 percent of residents who oppose local data center projects would be more likely to support the centers if they relied on renewable energy over fossil fuels.

“Respondents understand that AI can bring economic and educational benefits, but they are also concerned about the physical infrastructure needed to fuel AI, especially data centers,” Soran Mohtadi, post-doctoral fellow at the Hobby School and a researcher on the report, said in a news release. “This physical infrastructure demands more electricity and water, leading to environmental impacts.”

Experts estimate that 6.5 gigawatts of data center capacity will be added to the Texas grid by 2030. And Houston’s data center capacity is predicted to more than double by 2028.

The Electric Reliability Council of Texas also projects electricity demand could reach 218 gigawatts by 2031, which would be more than double the record peak set in August 2023. Data centers are expected to account for 86 gigawatts of that new demand.

Survey respondents also said they are concerned about the state's future water supply, given the large amounts of water that data centers need to stay cool.

In terms of who’s responsible for that issue, 57.6 percent of respondents said they put the onus on Texas lawmakers, while 31.5 percent say tech companies should be responsible.

Additionally, more than 75 percent of respondents believed that data center developers and technology companies—not residents—should bear the cost of infrastructure upgrades to support data centers.

“Every decision legislators make has implications on residents’ everyday lives and local infrastructure now and in the future,” Maria P. Perez Arguelles, lead researcher on the report and research assistant professor at the Hobby School, added in the news release. “This issue is going to become more important in years to come, so this is just the beginning.”

Read the full report here.

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