Travis Parigi, CEO of LiquidFrameworks, is excited about the new doors that have been opened for his company. Courtesy of LiquidFrameworks

Travis Parigi has built his software within his own company for about 14 years. Now, he's in a position to further develop his product at a faster rate.

In January, LiquidFrameworks entered into a partnership with private equity firm, Luminate Capital. The new financial partner has opened doors for Parigi and LiquidFrameworks — including putting merger and acquisition activity on the table.

"I have historically written stuff from the ground up, and we're going to continue to do that, but we want to give our customers more than that," Parigi tells InnovationMap. "And I've never had the opportunity to go out and strategically target opportunities where it makes sense to compliment the product. And I think that's going to be a very exciting thing to do."

Parigi, founder and CEO, tells InnovationMap about how his company has transformed over the years — and especially over the past several months with its new financial backer.

InnovationMap: How did you get your start in software development?

Travis Parigi: I've been building software since I was a very young kid, actually. I started writing software for companies at a very early age and realized that I really, really enjoyed it. And so when I say young, I'm talking in grade school and high school. And I really found that it was rewarding and I enjoyed meeting the requirements that people gave me. From the very early days, I knew I wanted to start a software company, but I really wasn't sure exactly what it would do. I went to work in the consulting industry right after graduating from A&M University with a degree in computer science and engineering and was building software for variety of different companies that were their clients and started to get some exposure to the energy industry.

Then in the late 1990s, the company I was at was going through some financial struggles, and it became an opportune time for me to start my own consulting company building software for companies. One client I had was Schlumberger, and I really started seeing this similar business problem related to collecting data at the well site. The workers in the field were working with paper and Excel. I thought it was a great opportunity to move people out of manual and into the digital world.

IM: Now, over a decade later, what role do you feel LiquidFrameworks plays in the industry?

TP: We play a role of standardizing the datasets that our clients are working with as it relates to the quote to cash process. So, specifically around their pricing data and their catalog data. We're standardizing that data and we're getting it into form and a shape that allows them to easily keep it up to date and easily syndicated changes related to that data out to not only other offices and districts, but also field crew that may be occasionally connected to the network.

With that data, we can do all sorts of things that end up benefiting the customer — like using it to create field tickets, invoices, work orders, safety forms, quotes, and all sorts of transactions that really need to be based upon one homogenous set of data that standardize, that isn't floating around in various documents.

IM: Where does the artificial intelligence LiquidFrameworks has developed come into play?

TP: We're taking it one step further, and once they finished those transactions, they end up with not just the reference data as it relates to pricing, but also the transactional data, we can use that data to infer the best way to quote or price new services in the future that will position the company and the best possible place to win the deals that they're quoting and bidding against. We're using different types of artificial intelligence algorithms to do that.

Nowadays, companies like us have at our disposal tools in the AI world — specifically in the machine learning world — that we just didn't have when I started the company. Fourteen years ago when I started the business, cloud computing in 2005 was not nearly as ubiquitous as it is today. And it wasn't as widely accepted and it certainly wasn't as widely accepted as it is in the energy industry today.

IM: What kind of clients are you working with?

TP: We're targeting three different industries. The upstream oil and gas service provider market, the downstream service provider market, and the emergency response service provider market. On the upstream side, they are companies doing work at the well site, and in downstream, they are companies doing work at the refineries.

IM: As automation and cloud technology is being more adapted within oil and gas, what technologies are now on your radar?

TP: In the beginning, we spent a lot of time educating our potential customers about cloud computing and about technologies that we had available. And now that a lot of that is so well received, it just means that we don't necessarily have to focus on that anymore. We can focus really on what really brings ROI to the customers that implement our product.

I keep a keen watch on a lot of the different technologies that are emerging out there. Blockchain is certainly one of them that we're looking at. I think there's some interesting things that we might be able to do with that as it relates to price book management, which is complex and varied. It could be that blockchain could end up providing a nice mechanism for both parties to independently have pricing data verified.

We're always keeping an eye on and doing work in artificial intelligence, specifically around machine learning. I think there's always new interesting stuff taking place there outside. I would say those two technologies are something that we're pretty pretty keen on.

IM: How has the transition into private equity been with your new partner in Silicon Valley-based Luminate Capital?

TP: We had a financial partner prior to Luminate Capital called Houston Ventures. Our managing partner there was a guy named Chip Davis. He was fantastic, and he helped us grow the business for about seven years. Eventually, we got to a point where we had grown to a level where I felt like, in order to do some things we wanted to do, we needed to establish a new financial partner. Private equity made the most sense for us, and it's really allowing us to do some things that we couldn't do with venture.

Over the years, we built out a fairly extensive roadmap, and my development team has worked very hard and diligently to fulfill those items on the roadmap. But our customer base has really grown significantly, and we've moved up into enterprise customers who have asked for a lot of things that we want to put into our product. And so our long range roadmap has grown. For these new features, we either need to build that ourselves in house, but, in some cases, there are some things that are tangential and complimentary to our product that other companies have already. So, it could make sense for us to go out and acquire those kinds of companies. And with Luminate, they provided us not only capital for us to do that, but equally as important, they provided an engine that we can facilitate from an M&A perspective to help us go and source those deals, find them, help assess them, and ultimately help acquire them and then integrate them into the overall platform.

IM: How has the partnership benefitted your company from a networking and opportunities perspective?

TP: Their portfolio of companies are similar to us and that they're are all enterprise software companies. They're not necessarily in the energy space, but they're all enterprise software companies. Being able to network with those companies has really been helpful. We didn't have a CFO prior to Luminate coming in. Part of the deal was that they said, "hey, we really would encourage and recommend that you get a CFO at this stage because you're growing and you need it." They provided some relationships there to in the form of recruiters to help us source the CFO. And we ended up sourcing a local CFO — Paul Marvin — who's absolutely fantastic.

IM: How has Houston been as a home base for you?

TP: Houston has been fantastic for LiquidFrameworks. I started the business based here and see no reason to change that. It is a fantastic market for us, both from a customer perspective as well as an employee perspective. The employee talent base in Houston is rich and deep. There's a lot of technical people here, and obviously there's a ton of energy companies.

IM: With all your operations being in Houston, do you see opportunities for other offices in the future?

TP: We have customers all over the world — a lot in Canada, so I could see an office there for sales and implementation. I would say that as we grow, expanding sales to other geographies is certainly something that will ultimately end up doing. It's just not something we've had to do yet.

IM: Are you planning on growing operations here?

TP: We've added a couple dozen people to the team just over the past few months, and we plan on doubling the staff by the end of next year.

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Portions of this interview have been edited.

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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Texas university to lead new FAA tech center focused on drones

taking flight

The Texas A&M University System will run the Federal Aviation Administration’s new Center for Advanced Aviation Technologies, which will focus on innovations like commercial drones.

“Texas is the perfect place for our new Center for Advanced Aviation Technologies,” U.S. Transportation Secretary Sean Duffy said in a release. “From drones delivering your packages to powered lift technologies like air taxis, we are at the cusp of an aviation revolution. The [center] will ensure we make that dream a reality and unleash American innovation safely.”

U.S. Sen. Ted Cruz, a Texas Republican, included creation of the center in the FAA Reauthorization Act of 2024. The center will consist of an airspace laboratory, flight demonstration zones, and testing corridors.

Texas A&M University-Corpus Christi will lead the initiative, testing unstaffed aircraft systems and other advanced technologies. The Corpus Christi campus houses the Autonomy Research Institute, an FAA-designated test site. The new center will be at Texas A&M University-Fort Worth.

The College Station-based Texas A&M system says the center will “bring together” its 19 institutions, along with partners such as the University of North Texas in Denton and Southern Methodist University in University Park.

According to a Department of Transportation news release, the center will play “a pivotal role” in ensuring the safe operation of advanced aviation technologies in public airspace.

The Department of Transportation says it chose the Texas A&M system to manage the new center because of its:

  • Proximity to major international airports and the FAA’s regional headquarters in Fort Worth
  • Existing infrastructure for testing of advanced aviation technologies
  • Strong academic programs and industry partnerships

“I’m confident this new research and testing center will help the private sector create thousands of high-paying jobs and grow the Texas economy through billions in new investments,” Cruz said.

“This is a significant win for Texas that will impact communities across our state,” the senator added, “and I will continue to pursue policies that create new jobs, and ensure the Lone Star State continues to lead the way in innovation and the manufacturing of emerging aviation technologies.”

Texas Republicans are pushing to move NASA headquarters to Houston

space city

Two federal lawmakers from Texas are spearheading a campaign to relocate NASA’s headquarters from Washington, D.C., to the Johnson Space Center in Houston’s Clear Lake area. Houston faces competition on this front, though, as lawmakers from two other states are also vying for this NASA prize.

With NASA’s headquarters lease in D.C. set to end in 2028, U.S. Sen. Ted Cruz, a Texas Republican, and U.S. Rep. Brian Babin, a Republican whose congressional district includes the Johnson Space Center, recently wrote a letter to President Trump touting the Houston area as a prime location for NASA’s headquarters.

“A central location among NASA’s centers and the geographical center of the United States, Houston offers the ideal location for NASA to return to its core mission of space exploration and to do so at a substantially lower operating cost than in Washington, D.C.,” the letter states.

Cruz is chairman of the Senate Committee on Commerce, Science, and Transportation; and Babin is chairman of the House Committee on Science, Space, and Technology. Both committees deal with NASA matters. Twenty-five other federal lawmakers from Texas, all Republicans, signed the letter.

In the letter, legislators maintain that shifting NASA’s headquarters to the Houston area makes sense because “a seismic disconnect between NASA’s headquarters and its missions has opened the door to bureaucratic micromanagement and an erosion of [NASA] centers’ interdependence.”

Founded in 1961, the $1.5 billion, 1,620-acre Johnson Space Center hosts NASA’s mission control and astronaut training operations. More than 12,000 employees work at the 100-building complex.

According to the state comptroller, the center generates an annual economic impact of $4.7 billion for Texas, and directly and indirectly supports more than 52,000 public and private jobs.

In pitching the Johnson Space Center for NASA’s HQ, the letter points out that Texas is home to more than 2,000 aerospace, aviation, and defense-related companies. Among them are Elon Musk’s SpaceX, based in the newly established South Texas town of Starbase; Axiom Space and Intuitive Machines, both based in Houston; and Firefly Aerospace, based in the Austin suburb of Cedar Park.

The letter also notes the recent creation of the Texas Space Commission, which promotes innovation in the space and commercial aerospace sectors.

Furthermore, the letter cites Houston-area assets for NASA such as:

  • A strong business environment.
  • A low level of state government regulation.
  • A cost of living that’s half of what it is in the D.C. area.

“Moving the NASA headquarters to Texas will create more jobs, save taxpayer dollars, and reinvigorate America’s space agency,” the letter says.

Last November, NASA said it was hunting for about 375,000 to 525,000 square feet of office space in the D.C. area to house the agency’s headquarters workforce. About 2,500 people work at the agency’s main offices. NASA’s announcement set off a scramble among three states to lure the agency’s headquarters.

Aside from officials in Texas, politicians in Florida and Ohio are pressing NASA to move its headquarters to their states. Florida and Ohio both host major NASA facilities.

NASA might take a different approach, however. “NASA is weighing closing its headquarters and scattering responsibilities among the states, a move that has the potential to dilute its coordination and influence in Washington,” Politico reported in March.

Meanwhile, Congressional Delegate Eleanor Holmes Norton, a Democrat who represents D.C., introduced legislation in March that would prohibit relocating a federal agency’s headquarters (including NASA’s) away from the D.C. area without permission from Congress.

“Moving federal agencies is not about saving taxpayer money and will degrade the vital services provided to all Americans across the country,” Norton said in a news release. “In the 1990s, the Bureau of Land Management moved its wildfire staff out West, only to move them back when Congress demanded briefings on new wildfires.”

Houston research breakthrough could pave way for next-gen superconductors

Quantum Breakthrough

A study from researchers at Rice University, published in Nature Communications, could lead to future advances in superconductors with the potential to transform energy use.

The study revealed that electrons in strange metals, which exhibit unusual resistance to electricity and behave strangely at low temperatures, become more entangled at a specific tipping point, shedding new light on these materials.

A team led by Rice’s Qimiao Si, the Harry C. and Olga K. Wiess Professor of Physics and Astronomy, used quantum Fisher information (QFI), a concept from quantum metrology, to measure how electron interactions evolve under extreme conditions. The research team also included Rice’s Yuan Fang, Yiming Wang, Mounica Mahankali and Lei Chen along with Haoyu Hu of the Donostia International Physics Center and Silke Paschen of the Vienna University of Technology. Their work showed that the quantum phenomenon of electron entanglement peaks at a quantum critical point, which is the transition between two states of matter.

“Our findings reveal that strange metals exhibit a unique entanglement pattern, which offers a new lens to understand their exotic behavior,” Si said in a news release. “By leveraging quantum information theory, we are uncovering deep quantum correlations that were previously inaccessible.”

The researchers examined a theoretical framework known as the Kondo lattice, which explains how magnetic moments interact with surrounding electrons. At a critical transition point, these interactions intensify to the extent that the quasiparticles—key to understanding electrical behavior—disappear. Using QFI, the team traced this loss of quasiparticles to the growing entanglement of electron spins, which peaks precisely at the quantum critical point.

In terms of future use, the materials share a close connection with high-temperature superconductors, which have the potential to transmit electricity without energy loss, according to the researchers. By unblocking their properties, researchers believe this could revolutionize power grids and make energy transmission more efficient.

The team also found that quantum information tools can be applied to other “exotic materials” and quantum technologies.

“By integrating quantum information science with condensed matter physics, we are pivoting in a new direction in materials research,” Si said in the release.

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This article originally appeared on our sister site, EnergyCapitalHTX.com.