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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2 leading Texas universities rank among world’s best for entrepreneurs

honor roll

The Lone Star State’s two biggest universities—the University of Texas at Austin and Texas A&M University—rank among the world’s best schools for entrepreneurs.

PitchBook’s annual list of the world’s top 100 universities for entrepreneurs takes into account both undergraduate and graduate programs. PitchBook analyzed more than 222,000 startup founders whose startups are VC-backed.

UT’s “unique” advantage

UT Austin landed at No. 10 on the list, down from No. 8 last year. PitchBook identified 1,002 UT-alumni founders at 948 startups. Collectively, those startups have raised $34.7 billion, according to PitchBook.

Among the 948 UT Austin-affiliated startups, these five have raised the most capital:

  • No. 1 Tucson, Arizona-based World View, $2.8 billion
  • No. 2 Austin-based Apptronik, $966 million
  • No. 3 Mountain View, California-based Lightmatter, $821 million
  • No. 4 Austin-based Function Health, $807 million
  • No. 5. San Francisco-based Niantic, $779 million

“The unique UT Austin advantage is the alignment between the university and the city,” Foundra.ai says. “Unlike schools where the campus ecosystem and the local startup scene are disconnected, Austin’s startup community actively recruits UT students and alumni, and UT programs actively send students into the local ecosystem.”

Texas A&M’s “living laboratory”

UT Austin’s biggest in-state rival, Texas A&M, appeared at No. 79 on the list, down from No. 76 last year. PitchBook tallied 317 A&M-alumni founders at 295 startups. Collectively, those startups have raised $9.8 billion, according to PitchBook.

Among the 317 A&M-affiliated startups, these five have raised the most capital:

  • No. 1 Austin-based RigUp, $817 million
  • No. 2 Austin-based ICON, $543 million
  • No. 3 Scottsdale, Arizona-based HomeLight, $413 million
  • No. 4 Everett, Washington-based Zap Energy, $326 million
  • No. 5 San Diego-based Splice Therapeutics, $320 million

A cornerstone of Texas A&M’s entrepreneurship offerings is the Center for Applied Entrepreneurship and Innovation at the Mays School of Business. The business school says the center “helps students explore, test, build, buy, and transform businesses in real markets.”

“Grounded in Texas as a living laboratory and guided by the Aggie core values, the center advances applied learning through industry engagement, AI-enabled experimentation, and collaboration across Mays and Texas A&M,” the business school says.

The most “exceptional” schools on PitchBook’s list

In announcing its rankings, PitchBook said: “Great entrepreneurs can come from anywhere, but some universities have a truly exceptional track record of attracting and producing future founders.”

The most exceptional universities, based on PitchBook’s criteria, are:

  • No. 1 University of California, Berkeley
  • No. 2 Stanford University
  • No. 3 Harvard University
  • No. 4 Cornell University
  • No. 5 Massachusetts Institute of Technology (MIT)

Planned KBR spinoff scores $1B NOAA deal for extreme weather forecasting

weather watch

Amid a major spinoff, Houston-based KBR's Mission Technology Solutions business has been awarded a five-year contract for up to $1.1 billion from NOAA’s National Weather Service to help predict and combat extreme weather conditions.

Under the follow-on Commercial Data Program National Mesonet Program (CDP NMP) contract, KBR will provide weather and observational data from commercial stations, university and research campuses, and other non-federal providers nationwide. The information collected will assist in predicting severe temperatures and high-impact weather conditions like extreme storms.

"This award underscores KBR's proven track record of delivering vital data that strengthens national forecasting capabilities," Todd May, KBR’s senior vice president of Mission Technology Solutions, said in a news release.

According to a separate release from NOAA, the contract expands upon KBR's existing relationship with the agency. KBR will work with about 70 private industry partners on services such as data recording, collection, aggregation and processing, and will lead the CDP NMP's "network of networks."

“NOAA gathers environmental information from a wide variety of sources, and a growing list of private industry partners have joined our agency to collect this vital data,” Ken Graham, director of NOAA’s National Weather Service, said in the release. “This agreement streamlines the process that turns raw data into the gold-standard forecasts that Americans depend on.”

KBR will utilize its Speed to Mission ImpactSM technology for the project to supply data from across regions, measurement types, and system configurations. Both KBR and NOAA say the expanded data collection contract will help the agency create more accurate and timely forecasts, particularly for severe weather and extreme events, while also creating a path for new weather-observation technologies.

KBR has supported the CDP NMP for more than 9 years. The program will be managed in Greenbelt, Maryland.

"We're driving expanded integration of commercial sensor and data sources into this platform and are honored to know our work helps forecasters give their communities earlier warnings and more time to prepare for dangerous weather,” May added in a release.

KBR’s Mission Technology Solutions business will be rebranded as Trinzic after its planned spin-off, the company announced last month. The spin-off is expected to close in January 2027.

Trinzic will work as an independent, publicly traded company focused on technology and engineering services for the space and national security sector. KBR will remain a separate publicly traded company that will focus on sustainable technology and services to support the energy transition.

This is the salary required to live comfortably in Texas in 2026

Money Matters

A new national report looking at the income it takes to live comfortably in each of the 50 states has revealed Texans need to earn slightly less now than a year ago.

SmartAsset analyzed what a single individual, as well as family of four, must earn to cover minimum basic needs adjusted using the 50/30/20 budgeting rule. The resulting estimate represents the annual, pre-tax income needed to live comfortably in every U.S. state.

A single, full-time worker needs to make $90,563 to live comfortably in the Lone Star State, the report found, which is down a meager 0.2 percent from last year ($90,771).

Under the 50/30/20 budgeting strategy, that means a single Texas earner would have $45,282 to spend on necessities like housing and utilities, $27,169 for discretionary spending, and $18,113 for emergencies or retirement savings.

Texas ranked 34th nationally in SmartAsset's list of states with the highest income needed for a single adult to live "in sustainable comfort" in 2026. Only five other states — Tennessee, Maryland, Louisiana, North Carolina, and Mississippi — saw a decline in the income needed to live comfortably this year.

For a family of four to live comfortably in Texas, income requirements change significantly, according to the findings. To support a two-child household, a family needs $203,424 in combined total household income to be considered financially stable. This is down slightly from 2025, when SmartAsset reported a family of four in needed $204,922 to live comfortably in Texas.

This is a comfortable lifestyle for a family of four in Texas, according to the report:

  • $101,712 dedicated to necessities and living expenses
  • $61,027 dedicated to discretionary spending
  • $40,685 dedicated to emergencies, savings, or debt repaymen

According to the report, a family of four now needs to make at least $200,000 to live comfortably in 40 U.S. states, a figure that is far out of reach for many American families.

"As housing, grocery, transportation and other essential costs pressure household budgets, earning a six-figure salary no longer guarantees financial comfort in much of the U.S.," the report said. "A single adult now needs at least $80,000 a year to live comfortably in every state, while the threshold exceeds $100,000 in nearly half of states. For a family of four, the income needed to live comfortably is as much as $329,000."

Still, earning the minimum income to live comfortably in Texas doesn't guarantee financial stability in the Lone Star State's major cities. Earlier this year, SmartAsset determined single residents in Houston need to make about $90,000 to qualify as financially stable, while families of four need around $205,000.

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This article originally appeared on CultureMap.com.