Using APIs, organizations can more easily combine their own internal data. Getty Images

Houston, home to one of Cognite's U.S. headquarters, is the energy capital of the world. But while many oil and gas industry players and partners come together here, much of the data they use — or want to employ — remains siloed.

There's no lack of data. Connected devices are a wellspring of enterprise resource planning data, depth-based trajectories, piping and instrumentation diagrams, and sensor values. But incompatible operational data systems, poor data infrastructure, and restricted data access prevent organizations from easily combining data to solve problems and create solutions.

We understand these challenges because we work alongside some of the biggest operators, OEMs and engineering companies in the oil and gas business. Lundin Petroleum, Aker Energy OMV, and Aker BP are among our customers, for example.

Flexible, open application programming interfaces can address the challenges noted above. APIs enable users to search, filter and do computations on data without downloading full data sets. And they abstract the complexity of underlying storage formats.

As a result, data scientists and process engineers can access data in an efficient manner, spending more time on their use cases and less effort contending with technical details. Using APIs, organizations can more easily combine their own internal data. APIs also simplify the process of using data from industry partners and other sources.

Most companies have slightly different work processes. But common API standards can help a company combine software services and platforms from others in a way that matches its own business logic and internal processes. That can allow the company to differentiate itself from competitors by employing services from the best suppliers to create innovative solutions.

Standardizing APIs across the oil and gas industry would open the door to a community of developers, which could create custom applications and connect existing market solutions. Then more new and exciting applications and services would reach the market faster.

To ensure adoption and success of such a standardization effort, the APIs would need to be well crafted and intuitive to use. These APIs would have to include the business logic required to perform the operations to empower users. In addition, APIs would need to define and allow for the sharing of desired information objects in a consistent way.

Best practices in defining common APIs for sharing data within the industry include:

  • Introducing APIs iteratively, driven by concrete use cases with business value
  • Ensuring all services using the API provide relevant output and insights in a structured machine-readable format, enabling ingestion into the API to ensure continuous enrichment of the data set
  • Making all data searchable
  • Preventing underlying technology from being exposed through the APIs to ensure continuous optimization and allow companies to implement their technology of choice
  • Supporting all external data sharing through an open, well-documented and well-versioned API, using the OpenAPI standard

If oil and gas industry operators define APIs, suppliers will embrace them. That will "grease" the value chain, allowing it to move with less friction and waste.

Operations and maintenance are a natural place for API harmonization to start. Standardized APIs also can enable operators to aggregate and use environmental, equipment and systems, health and safety, and other data. That will accelerate digital transformation in oil and gas and enable companies to leverage innovative solutions coming from the ecosystem, reduce waste, and improve operations, making production more sustainable.

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Francois Laborie is the general manager of Cognite North Americas.

Cognite is opening two offices in Texas. Getty Images

European software company plans first U.S. office in Houston

New to town

When considering entering the United States market, Francois Laborie, general manager of Cognite North Americas, of course considered some of the obvious cities for a regional headquarters.

"Initially, when we talked about the US, people assumed Silicon Valley or Boston, because we are a traditional software company," Laborie says. "But we really didn't consider too long because the customers we work with require a pretty deep understanding of industry."

The Norway-based company decided to bet on the energy capital of the world and has announced future offices in Houston as well as Austin — both to open by this summer. This will be Cognite's first expansion outside of Northern Europe. The company makes data software for industrial businesses — oil and gas being a huge focus, as is engineering, equipment manufacturing, shipping, and more.

"The industrial world is very siloed and closed, and we are changing a lot of things in that world," Laborie says. "In the digital world, data and information only becomes valuable as you share it. We are all about liberating data, contextualizing it, and then drawing value out of it."

Laborie says the Houston office will be the company's energy hub — both current and prospective clients of Cognite have pressences in town. Meanwhile, Austin will be the tech hub, since the city has a large tech talent pool. Currently, Austin is on the path to be the U.S. headquarters, but nothing is set in stone at the moment, Laborie says.

Cognite, which expects around 50 employees (both new hires and relocations) split between the two locations, already has strategic Houston partnerships in place. Cognite will operate out of Station Houston and even has an internship program and partnership with Rice University. Overall, Laborie says the reception of the city has been positive.

"Houston went above and beyond," Laborie says. "The relationship with Rice has been very interesting because they are working closely with the Houston municipality to transform this image of Houston to get a stronger driver on innovation with the Innovation District, which spoke very loudly to us."

These partnerships are a crucial party of the company, Laborie says, and Cognite plans to work within Houston's innovation ecosystem to continue to push the envelope on innovative technologies.

"We have partnerships with large corporations, but we also see the importance to work with smaller companies to drive innovation — even if they aren't directly related," Laborie says.

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Houston regenerative medicine company expands lab for future trials

new digs

A Houston regenerative medicine company has unveiled new laboratory space with the goal of expanding its pioneering science.

FibroBiologics uses fibroblasts, the body’s most common type of cell, rather than stem cells, to help grow new cells. Fibroblasts are the primary variety of cells that compose connective tissue. FibroBiologics has found in studies that fibroblasts can be even more powerful than stem cells when it comes to both regeneration and immune modulation, meaning they could be a more versatile way forward in those fields.

In 2023, FibroBiologics moved into new lab space in the UH Technology Bridge. Now, with its new space, the publicly traded company, which has more than 240 patents issued or pending, will be even better equipped to power forward with its research.

The new space includes more than 10,000 square feet of space devoted to both labs and offices. The location is large enough to also house manufacturing drug product candidates that will be used in upcoming trials. Additionally, the company reports that it plans to hire additional researchers to help staff the facility.

“This expansion marks a transformative step forward for our company and our mission,” Pete O’Heeron, FibroBiologics founder and CEO, said in a news release. “By significantly increasing the size of our lab, we are creating the space and infrastructure needed to foster greater innovation and accelerate scientific breakthroughs.”

The streamlined, in-house manufacturing process will reduce the company’s reliance on external partners and make the supply chain simpler, O’Heeron added in the release.

Hamid Khoja, the chief scientific officer for FibroBiologics, also chimed in.

“To date, our progress in developing potentially transformative therapeutic candidates for chronic diseases using fibroblasts has been remarkable,” she added in the release. “This new laboratory facility will enable further expansion and acceleration of our research and development efforts. Additionally, the expansive new space will enable us to bring in-house currently outsourced projects, expand our science team and further contribute to the increased efficiency of our R&D efforts.”

This news arrives shortly after a milestone for the company in its research about neurodegenerative disease. Last month, fibroblast treatments in an animal model study demonstrated a notable regeneration of the myelin sheath, the layer that insulates nerves and is worn down by disease.

“Confirming remyelination in a second validated animal model is an important step in our research and development efforts, offering fresh hope for patients with demyelinating diseases, including multiple sclerosis,” O’Heeron added in a separate release. “These findings advance our mission to develop transformative fibroblast-based therapies that address the root causes of chronic disease, not just their symptoms, and reflect our dedication to pushing the frontiers of regenerative medicine."

Pharmaceutical giant looks to bring $5.9 billion facility to Houston

in the works

Pharmaceutical company Eli Lilly and Company is looking to build a $5.9 billion active pharmaceutical ingredient (API) manufacturing facility in Houston, according to a recent filing with the state of Texas.

The proposal states that the project plans to employ 604 full-time direct employees at the site upon ramp-up completion. These would include operations technicians, production specialists, maintenance support, quality control/assurance, engineering, administration, and management. Construction is projected to begin in 2026, with a completion target of 2030 and commercial operations beginning in 2031.

If completed, Lilly would purchase 236 acres at Houston’s Generation Park from McCord Development, the commercial development’s owner. The purchase would include multiple buildings, outdoor facilities, infrastructure buildout, and equipment installation.

This proposed Texas plant would be part of Lilly’s $27 billion effort to expand its U.S. production capacity, which was announced in February and includes construction on four new facilities in America. Lilly has previously referred to the plants as “mega sites.”

"This represents the largest pharmaceutical expansion investment in U.S. history," Lilly CEO David Ricks said during the February news conference.

The company has applied for school tax abatements under the new Texas Jobs, Energy, Technology, and Innovation program, according to reports from the Houston Business Journal. This incentive program allows school districts to limit the taxable value of a property for a portion of school taxes, which could save companies millions of dollars on a large portion of property tax bills. It also gives a 10-year tax cut for new manufacturing and development facilities, as long as there is localized job creation.

Houston airports poised for 1.3 million travelers on Memorial Day weekend

Taking Off

George Bush Intercontinental Airport (IAH) and William P. Hobby Airport (HOU) are estimated to see 1.3 million travelers during the Memorial Day period (May 20 - May 28). Despite large crowds, the airports say they have prepared with multiple new improvements designed to slow traffic and make check-ins easier.

“Air travel drives jobs, business and tourism — and this summer, Houston Airports is powering that growth,” said Jim Szczesniak, director of aviation for Houston Airports.

“From streamlined security to a smarter website to new flights and fresh amenities, we’re delivering improvements that support Mayor Whitmire’s call for a more user-friendly Houston. These upgrades aren’t just about moving people — they’re about moving our economy forward.”

IAH in particular has seen remarkable drops in wait times thanks to the new IAH International Arrivals Curb. Part of the $1.458 billion IAH Terminal Redevelopment Program (ITRP), it reduced airport traffic during the Christmas holidays by a whopping 99 percent, with the average wait time reaching only two minutes. Other improvements include TSA Precheck enrollment pods at both airports and the agility for international travelers to recheck bags without leaving the terminal after they have passed through customs.

The amount of travelers expected for Memorial Day is slightly below 2024 numbers, but Houston Airports expects record-breaking travel over the summer. Current estimates show 19.5 million people moving through both airports through Labor Day, a 250,000 increase over last year. Part of this can be attributed to IAH's increasing status as the gateway to Mexico, Central America, and South America, running nonstop flights to new tourist hot spots like Puerto Escondido.

In additions to streamlining the flight processes, Houston Airports are expanding concession and shop offerings. Hobby recently opened The Rustic, Chick-fil-A, Pei Wei, and Throughgood Bistro. Bush added Hip & Humble, a boutique gift and souvenir seller focused on the items for women travelers and those looking for a little luxury when they return home. And, as always, Houston Airports have some of the finest art in the country. All of it together makes traveling to and from the city much less stressful than the big crowds would portend.

"We’re ready to welcome millions with efficiency and a warm Houston spirit,” said Szczesniak. “This summer, travelers will see and feel the difference we’ve made.”

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This story originally appeared on our sister site, CultureMap.com.