This growing Houston company is providing industrial industries with smart analytics. Getty Images

A Houston-based analytics-focused company is gearing up for growth in 2019 and plans to staff up its headquarters and remote offices abroad.

Arundo Analytics Inc. brings industrial companies — which sometimes are slow to adopt brand-new technology — into the world of machine learning and advanced analytics to help boost revenue, cut costs and reduce risks.

The startup's enterprise software gives asset-heavy industrial businesses "a virtual window into their day-to-day operations," says Stuart Morstead, co-founder and chief operating officer of Arundo. Among the operations that benefit from software are equipment maintenance, safety, logistics and scheduling.

Morstead points out that most industrial companies that encounter issues with operations such as equipment maintenance "lack the data science and software capabilities to drive value from insights into their daily operations."

Arundo aims to solve that problem by incorporating machine learning and advanced analytics — the kind of innovations emanating from the likes of Amazon, Google, and IBM — into everyday business operations at industrial companies, says Morstead, a former partner at consulting firm McKinsey & Co. and a graduate of Rice University.

Aside from its broad enterprise software, Arundo supplies out-of-the-box applications that tackle individual industrial challenges like flow metering for the offshore oil and gas industry and monitoring the condition of equipment. The virtual cloud-based multiphase flow meter is sold as part of a software package from industrial technology giant ABB.

More than 50 of Arundo's estimated 110 employees work on that technology from the startup's headquarters in downtown Houston. To propel its growth, Arundo plans to add employees this year in Houston as well as its other offices in Canada, Norway, Sweden and the United Kingdom, according to Morstead.

In 2016, Arundo graduated from Stanford University's StartX accelerator program. A year later, Arundo was named to the MIT STEX25 accelerator program by the Massachusetts Institute of Technology Startup Exchange.

Since its founding in 2015, Arundo has raised more $35 million in capital, including a Series A round of $28 million that closed in the first half of 2018. Investors include Sundt AS, Stokke Industri, Horizon, Canica, Strømstangen, Arctic Fund Management, Stanford-StartX Fund and Northgate Partners.

Aside from drawing more funding in 2018, the startup set up several strategic partnerships designed to increase the adoption of Arundo's software in sectors such as oil and gas, manufacturing, shipping, construction and maritime. Among the new partners are Dell Technologies, DNV GL's Veracity platform and WorleyParsons.

Going forward, Morstead says Arundo aims to bring its software expertise, business prowess and "world-class data science" to even more industrial companies and their physical assets as part of the global Industrial Internet of Things sector. That market is projected to approach $1 trillion by 2025, up from $100 billion in 2016.

To be sure, Arundo is competing in a market that's rife with opportunity. Consulting firm Accenture estimates the IIoT market could add $14.2 trillion to the global economy by 2030.

"Arguably the biggest driver of productivity and growth in the next decade, the Industrial Internet of Things will accelerate the reinvention of sectors that account for almost two-thirds of world output," the Accenture report says.

Tor Jakob Ramsøy, founder and CEO of Arundo, certainly grasps the enormous potential of IIoT.

"Asset-heavy companies can no longer afford to make business decisions based on an incomplete view of their organization," Ramsøy, a former McKinsey partner, said in a 2018 news release. "By combining deep data and [artificial intelligence] knowledge with decades of cumulative experience in enterprise consulting, Arundo is ushering in a new era in IIoT."

Tracking performance

Courtesy of Arundo

Arundo's Condition & Performance Monitoring Software can easily be plugged into a company's system and track its equipment using cloud technology.

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Meet the 5 fastest-growing scaleup companies in Houston

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The 2024 Houston Innovation Awards will feature a new category: Scaleup of the Year, which honors a Bayou City company that's seen impressive growth in 2024.

From biotech companies to decarbonization startups, the inaugural finalists have expanded internationally, moved to larger facilities, completed clinical trials and more. Read on to learn more about these fast-growing startups.

Secure your tickets to the 2024 Houston Innovation Awards next Thursday, November 14, at TMC Helix Park.


Cart.com, a unified commerce and logistics solutions provider for B2C and B2B companies

With the acquisition of Amify, Cart.com has expanded its workforce and grown its suite of services. Photo courtesy of Cart.com

Clinching unicorn status with its 2023 series C raise, Cart.com is on a mission to unify commerce across sales and distribution channels and digital and physical capabilities with its omnichannel enterprise-grade software, services and logistics.

Founded in 2020 with nine acquisitions and $759.2 million raised to date, according to Crunchbase, Cart.com's recent achievements includes acquiring Pacsun’s fulfillment operators, brining a 2 million-square-foot facility online, expanding its executive team, and more.

"In the last 12 months, Cart.com has dramatically grown its fulfillment network’s scale and technological capabilities," writes CEO Omail Tariq in his Houston Innovation Awards application.

"We have been laser-focused on improving quality, performance and efficiency at scale while continuing to aggressively grow our customer base, expand our capabilities to customers in new industries and grow our physical presence to new locations," he continues. "Prioritizing our strategic growth initiatives has been critical in the current macroeconomic environment as profitable growth remains paramount for our team."

In 2021, Cart.com moved its headquarters to Austin, with most of the leadership team remaining in Houston. Two years later, the company announced its HQ return to the Bayou City.

"We've found Houston's business and university communities to be incredibly supportive of our efforts and have found the city to be a place that is both easier and more affordable to bring together our global employee population at more regular intervals," Tariq adds in the app.

Coya Therapeutics, a clinical-stage company developing therapies for neurodegenerative, autoimmune, and metabolic diseases

Houston company with revolutionary neurodegenerative disease treatment shares milestones since IPOCoya Therapeutics rang the closing bell at Nasdaq last week, celebrating six months since its IPO, new data from trials, and additions to its team. Photo via LinkedIn

Revolutionary biotech company Coya Therapeutics Inc. (NASDAQ: COYA) may have closed its IPO in January 2023 for more than $15 million, but the company has made some of its most significant strides in the development of its lead product that prevents the further spreading of neurodegenerative diseases this year.

Known as COYA 302, the product uses a unique dual mechanism that is now being developed for the treatment of Amyotrophic Lateral Sclerosis (ALS), Frontotemporal Dementia (FTD), Parkinson’s disease and Alzheimer’s disease. The company published its phase 1 proof-of-concept study in the peer-reviewed journal Frontiers in Neurology that showed COYA 302's ability to stop clinical progression in ALS at 24 weeks in combination therapy, which helped earn the company a $5 million in strategic investment from the Alzheimer’s Drug Discovery Foundation to continue to develop the product for a planned Phase 2 trial focused on FTD.

Last year the company also added to its C Suite, naming Dr. Arun Swaminathan as chief business officer and Dr. Fred Grossman as president and chief medical officer.

Coya merged with Nicoya Health Inc. and raised $10 million in its series A in 2020.

NanoTech Materials, a chemical manufacturer that integrates novel heat-control technology with thermal insulation, fireproofing, and cool roof coatings to drastically improve efficiency and safety

Growing Houston startup moves into 43,000-square-foot facility amid 'hypergrowth phase'NanoTech Materials celebrated its move into a new facility — a 43,000-square-foot space in Katy, Texas, this week

Mike Francis, co-founder and CEO of NanoTech Materials, told InnovationMap earlier this year that it was in a "hype growth" phase—and meant it.

NanoTech, known for its proprietary Insulative Ceramic ParticleTM (ICP) that uses nanotechnology to optimize energy efficiency and heat control in the built environment, expanded into a new 43,000-square-foot facility this year and tripled its valuation in the last two years, according to its Innovation Awards application. The company also expanded into the Middle East and Singapore and successfully scaled up its NanoTech Cool Roof Coat to commercial markets.

The company closed a $5 million seed round in 2020 and an oversubscribed Series A round last year for $13 million. It was the first company selected for the Houston-based Halliburton Labs in 2021 and joined the Rice Alliance Clean Energy Accelerator in 2023.

Square Robot, an advanced robotics company serving the energy industry and beyond by providing submersible robots for storage tank inspections

Square Robot has a team of 15 in Houston. Photo courtesy\u00a0of Square Robot

Submersible robotics company Square Robot launched its Houston office in 2019 and expanded in the Bayou City this past year.

According to the company's Innovation Award application, the company doubled its fleet of autonomous, submersible robots that service the energy industry, deploying to Malaysia, Vietnam, Thailand, Australia, Kuwait and Saudi Arabia. Its robots are specifically used for storage tank inspections and eliminating the need for humans to enter dangerous and toxic environments.

Square Robot moved to a new, customer-facing Houston facility this year and also developed a new innovative technology that's able to gather phased ultrasonic readings on insulated tank shells while the tank is operational.

The company closed a Series A round in 2018 for $6 million.

Syzygy Plasmonics, a company that's decarbonizing chemical production with a light-powered reactor platform that electrifies the production of hydrogen, syngas, and fuel with reliable, low-cost solutions

Houston climatetech startup selected for inaugural global entrepreneur competitionSyzygy Plasmonics is going to be competing in Gastech's new startup competition. Photo courtesy of Syzygy

Known for the world’s first light-powered reactor cell for industrial chemical reactions, Syzygy Plasmonics began taking orders earlier this year for its Rigel reactor cell after meeting initial performance targets. The cell enables a customer to produce up to five tons of low-carbon hydrogen per day.

The groundbreaking technology earned the company regional, national and global attention. Fast Company magazine placed the company on its energy innovation list. It was also named a finalist for Ernst & Young’s Entrepreneur Of The Year 2024 Gulf South Award and was invited to participate in Gastech's global entrepreneur competition.

The company most recently raised $76 million in a Series C round in 2022.

Houston organizations issue seed grants to fuel AI-driven equity, digital health innovation

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Three Houston organizations have doled out seed grants for research initiatives focused on digital health and equity.

Rice University's Educational and Research Initiatives for Collaborative Health (ENRICH) office — in partnership with Baylor College of Medicine and the Houston Methodist Academic Institute — has awarded a total of $50,000 to two projects. BCM and Rice announced three other grants earlier this year.

The seed grants were deployed earlier this year at the Health Equity Workshop from Rice’s Digital Health Initiative and chaired by Momona Yamagami, an assistant professor of electrical and computer engineering at Rice.

“To achieve equitable health outcomes, a comprehensive approach is essential — one that spans all phases of digital health from technology design and development to implementation, dissemination and long-term sustainability,” says Ashutosh Sabharwal, who leads the Digital Health Initiative and serves as Rice’s Ernest Dell Butcher Professor of Engineering and a professor of electrical and computer engineering, in a news release.

Both the workshop and the grant opportunity help to allow collaboration between researchers and health care providers working on health equity research across disciplines.

“This seed grant not only fosters interdisciplinary collaborations between Rice University and the Texas Medical Center but also enables us to leverage our combined knowledge to enhance innovations in health equity and digital health, ultimately creating impactful solutions for improving patient care,” adds Sharon Pepper, executive director of ENRICH.

The two projects receiving funding, according to Rice's release, include:

  • Evaluating Equity and Community-Level Vulnerabilities in the Use of Generative Artificial Intelligence-based Symptom Checkers for Self-diagnosis — Using AI-based symptom checkers, the project aims to mitigate vulnerabilities for patients using and improve data precision specifically when it comes to patients' social and cultural differences.
  • Al-Driven ECG Analysis for Equitable Cardiovascular Risk Assessment and Prevention: Leveraging Transformer Models and Big Data to Reduce Health Disparities — Also backed by AI, this project will harness the untapped potential of electrocardiogram data for improving cardiovascular risk assessment, hopefully reducing cost and invasiveness of the standard practice of care.

Texas vs the nation: Comparing energy grid resilience across America

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The 2024 Atlantic hurricane season has proven disastrous for the United States. On July 8th, Hurricane Beryl barreled into Texas as a Category 1 storm knocking out power for nearly 3 million, causing over $2.5 billion in damages, and resulting in the deaths of at least 42 people.

More recently, Hurricanes Helene and Milton tore through the East Coast, dropping trillions of gallons of rain on Florida, Georgia, South Carolina, North Carolina, Virginia, and Tennessee, causing dams to collapse, flash flooding, trees to fall, millions of power outages, complete destruction of homes and businesses, and the deaths of hundreds.

Amidst the horror and rescue efforts, wariness of the increasing strength of natural disasters, and repeated failures of energy grids around the nation begs a few questions.

  1. Is there a version of a power grid that can better endure hurricanes, heat waves, and freezes?
  2. How does the Texas grid compare to other regional grids in the United States?
  3. What can we do to solve our power grid problems and who is responsible for implementing these solutions?

Hurricane-proof grids do not exist

There is no version of a grid anywhere in the United States that can withstand the brunt of a massive hurricane without experiencing outages.

The wind, rain, and flooding are simply too much to handle.

Some might wonder, “What if we buried the power lines?” Surely, removing the power lines from the harsh winds, rain, flying debris, and falling tree branches would be enough to keep the lights on, right?

Well, not necessarily. Putting aside the fact that burying power lines is incredibly expensive – estimates range from thousands to millions of dollars per mile buried – extended exposure to water from flood surges can still cause damage to buried lines. To pile on further, flood surges are likely to seriously damage substations and transformers. When those components fail, there’s no power to run through the lines, buried or otherwise.

Heat waves and winter freezes are a different story

During extreme weather events like heat waves or winter freezes, the strain on the grid goes beyond simple issues of generation and distribution—it’s also a matter of human behavior and grid limitations.

Building and maintaining a power grid is extremely expensive, and storing electricity is not only costly but technically challenging. Most grids are designed with little "buffer" capacity to handle peak demand moments, because much of the infrastructure sits idle during normal conditions. Imagine investing billions of dollars in a power plant or wind farm that only operates at full capacity a fraction of the time. It’s difficult to recoup that investment.

When extreme weather hits, demand spikes significantly while supply remains relatively static, pushing the grid to its limits. This imbalance makes it hard to keep up with the surge in energy usage.

At the same time, our relationship with electricity has changed—our need for electricity has only increased. We’ve developed habits—like setting thermostats to 70 degrees or lower during summer heat waves or keeping homes balmy in winter— that, while comfortable, place additional strain on the system.

Behavioral changes, alongside investments in infrastructure, are crucial to ensuring we avoid blackouts as energy demand continues to rise in the coming years.

How the Texas grid compares to other regional grids

Is the Texas grid really in worse shape compared to other regional grids around the U.S.?

In some ways, Texas is lagging and in others, Texas is a leader.

One thing you might have heard about the Texas grid is that it is isolated, which restricts the ability to import power from neighboring regions during emergencies. Unfortunately, connecting the Texas grid further would not be a one-size fits all solution for fixing its problems. The neighboring grids would need to have excess supply at the exact moment of need and have the capacity to transmit that power to the right areas of need. Situations often arise where the Texas grid needs more power, but New Mexico, Oklahoma, Arkansas, and Louisiana have none to spare because they are experiencing similar issues with supply and demand at the same time. Furthermore, even if our neighbors have some power to share, the infrastructure may not be sufficient to deliver the power where it’s needed within the state.

On the other hand, Texas is leading the nation in terms of renewable development. The Lone Star State is #1 in wind power and #2 in solar power, only behind California. There are, of course, valid concerns about heavy reliance on renewables when the wind isn’t blowing or the sun isn’t shining, compounded by a lack of large-scale battery storage. Then, there’s the underlying cost and ecological footprint associated with the manufacturing of those batteries.

Yet, the only state with more utility-scale storage than Texas is California.

In recent years, ERCOT has pushed generators and utility companies to increase their winterization efforts, incentivize the buildout of renewables and electricity storage. You might have also heard about the Texas Electricity Fund, which represents the state’s latest effort to further incentivize grid stability. Improvements are underway, but they may not be enough if homeowners and renters across the state are unwilling to set their thermostats a bit higher during extended heatwaves.

How can we fix the Texas grid?

Here’s the reality we must face – a disaster-proof, on-demand, renewable-powered grid is extremely expensive and cannot be implemented quickly. We must come to terms with the fact that the impact of natural disasters is unavoidable, no matter how much we “upgrade” the infrastructure.

Ironically, the most impactful solution out there is free and requires only a few seconds to implement. Simple changes to human behavior are the strongest tool we have at our disposal to prevent blackouts in Texas. By decreasing our collective demand for electricity at the right times, we can all help keep the lights on and prices low.

During peak hours, the cumulative effort is as simple as turning off the lights, turning the thermostat up a few degrees, and running appliances like dishwashers and laundry machines overnight.

Another important element we cannot avoid addressing is global warming. As the temperatures on the surface of the earth increase, the weather changes, and, in many cases, it makes it more volatile.

The more fossil fuels we burn, the more greenhouse gases are released into the atmosphere. More greenhouse gases in the atmosphere leads to more volatile weather. Volatile weather, in turn, contributes to extreme grid strain in the form of heat waves, winter freezes, and hurricanes. This is no simple matter to solve, because the energy needs and capabilities of different countries differ. That is why some countries around the globe continue to expand their investments in coal as an energy source, the fossil fuel that burns the dirtiest and releases the most greenhouse gases per unit.

While governments and private organizations continue to advance carbon capture, renewable, and energy storage technology efficiency, the individual could aid these efforts by changing our behavior. There are many impactful things we can do to reduce our carbon footprint, like adjusting our thermostat a few degrees, eating less red meat, driving cars less often, and purchasing fewer single-use plastics to name a few.

If we want to see real change, we need action by all parties. The complex system of generation, transmission, and consumption all need to experience radical change, or the vicious cycle will only continue.

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Sam Luna is director at BKV Energy, where he oversees brand and go-to-market strategy, customer experience, marketing execution, and more.

This article originally ran on EnergyCapital.