3 Houston innovators to know this week

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This week's roundup of Houston innovators includes Sujatha Kumar of Dsider, Andrew Bruce of Data Gumbo, and Payal Patel of Softeq. Courtesy photos

Editor's note: In this week's roundup of Houston innovators to know, I'm introducing you to three local innovators across industries — from software to blockchain — recently making headlines in Houston innovation.

Sujatha Kumar, founder and CEO of Dsider

Sujatha Kumar discusses her decarbonization data company on this week's episode of the Houston Innovators Podcast. Photo via LinkedIn

For years, Sujatha Kumar has been consulting with companies to help them make decisions, including ones that affect decarbonization. For Kumar's clients, data is power when it comes to reducing carbon emissions. That's why she started Dsider, a decision intelligence platform with a suite of software tools to equip energy businesses with the data they need to make informed decisions.

"We are creating transparency so that companies can have a digital footprint of how decarbonization can happen, and allowing them to make decisions along the way that are always going to be towards decarbonation and not forgetting that everything has an economic trade off," she shares on the Houston Innovators Podcast.

Kumar shares more on Dsider's potential impact on decarbonization and how she has observed changes in Houston's innovation ecosystem on the podcast. Click here to read more and stream the episode.

Andrew Bruce, founder and CEO of Data Gumbo

Andrew Bruce, CEO of Data GumboAndrew bruce's growing Houston blockchain startup has raised $4 million to go toward supporting sales. Photo courtesy of Data Gumbo

Data Gumbo, an industrial smart contract blockchain company, has expanded overseas with a new office in Khobar, Saudi Arabia, that will give the company new regional business opportunities to continue international adoption of its blockchain network.

“The Kingdom of Saudi Arabia and broader Middle East present outstanding opportunities for our company. We are committed to putting down roots, and to the long-term growth of a Data Gumbo workforce in the Kingdom and beyond,” says Andrew Bruce, CEO of Data Gumbo in a news release.

“Establishing a regional office provides companies in the Greater Middle East with increased access to our smart contract network, GumboNet," Bruce continues. "The more the network grows, the more value it delivers to local and global members, as well as investors. We look forward to expanding our presence to best support demand and set the standard for how industrial organizations do business by guaranteeing transactional certainty in commercial relationships.” Click here to read more.

Payal Patel, director of the Softeq Venture Studio

Payal Patel has a new gig. Photo courtesy

Softeq Development Corp. has named Payal Patel as director of the Softeq Venture Studio, a startup accelerator that provides business mentoring and engineering development resources. Patel will oversee programming and operation for the studio, and she will help in in selecting startups for investment as principal of the fund.

“I’m excited to join the talented team at Softeq," she says. "Having been a part of the Houston tech and startup community for a few years, I see a niche our team can fill. We aim to do our part supporting founders by providing capital, advice, and helping level up the community." Click here to read more.

Sujatha Kumar discusses her decarbonization data company on this week's episode of the Houston Innovators Podcast. Photo via LinkedIn

Houston innovator: The future of decarbonization is data-driven decision making

houston innovators podcast episode 123

Decarbonizing the energy industry would be a lot more successful if companies had the tools to more efficiently and accurately track their carbon footprint.

Sujatha Kumar has created that tool with her startup Dsider, a decision intelligence platform with a suite of software tools to equip energy businesses with the data they need to make informed decisions. Kumar, founder and CEO, has spent years consulting companies on finding operational success and now is using her Dsider platform to streamline results.

"When I looked at how companies made decisions — especially in the decarbonization world — I realized there was a big gap to be filled, and that's how Dsider was born," Kumar says on the Houston Innovators Podcast.

"We are creating transparency so that companies can have a digital footprint of how decarbonization can happen, and allowing them to make decisions along the way that are always going to be towards decarbonation and not forgetting that everything has an economic trade off," she continues.

Dsider, a Greentown Houston member company, is targeting the energy industry specifically — oil and gas, petrochemicals, utilities, etc. She says Dsider has the potential to bring decarbonization decision making to other industries as well. For now, Dsider has a few customers and is actively seeking out a few more.

"One of the first few things we want to do is get traction with a handful of customers," "We have the rigor and we are able to make sure the products we have brought to market are really something that is going to land well with customers. From that, we want to see the growth accelerator."

This year, Kumar hopes raise seed funding and grow her team and customer base. She still is working with companies as a consultant with her business, Ayatis LLC. She says the two roles go hand in hand — Dsider is a tool she can offer her consultancy clients.

"We live in that world today where a single role isn't enough for us," Kumar says. "The consulting angle has really helped me think through the customer journey. ... That has really created the Dsider and product journey. In order for me to grow Dsider, I can't balance the consulting that I used to do, so all of my consulting will be geared towards helping customers decarbonize and leveraging Dsider to do that."

Kumar shares more on Dsider's potential impact on decarbonization and how she has observed changes in Houston's innovation ecosystem on the podcast. Listen to the full interview below — or wherever you stream your podcasts — and subscribe for weekly episodes.


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Tesla self-driving mode wasn't to blame in Houston-area crash, report suggests

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Federal safety investigators looking into a runaway Tesla that killed a grandmother in her home say the driver had pressed the accelerator to full speed, suggesting the vehicle's self-driving software was not to blame.

The driver had told police that he had the self-driving software turned on, but a report from the National Transportation Safety Board concluded that he had actually overridden that feature when he pushed hard on the pedal. Moments later the Tesla Model 3 raced down a residential street in Katy, Texas, at highway speeds, slammed into a brick home and killed a 76-year-old woman standing in the front room.

The crash last month drew national attention because Tesla CEO Elon Musk is seeking to reassure the public its self-driving feature is safe as he prepares to turn hundreds of thousands of Teslas already on the road into fully automatic vehicles and begin selling two-seated Cybercabs missing steering wheels and pedals.

The crash came two months after officials at a separate federal agency, the National Highway Traffic Safety Administration, announced it was elevating a 2024 investigation of the self-driving feature to new “engineering analysis” level, raising the possibility of a recall of 3.2 million Tesla vehicles.

That NHTSA probe was triggered by crashes where the self-driving feature failed to alert drivers to take control in fog and other poor visibility conditions.

The agency opened an investigation last year into 58 incidents in which Teslas reportedly violated traffic safety laws while using self-driving technology, leading to more than a dozen crashes and fires and nearly two dozen injuries.

Separate from the National Transportation Safety Board, NHTSA is also looking into the Tesla house crash in Texas, one of 46 “special crash” investigations of Tesla's self-driving or driver-assistance technology in the past decade, according to the agency’s records. In more than a dozen of those crashes, at least one person — a driver, passenger or pedestrian — was killed.

Tesla had originally called its driver assistance software Full Self-Driving, or FSD, but auto experts and regulators complained it was misleading because drivers must always keep their eyes on the road and be ready to take over at any time.

The company has since changed the name to Full Self-Driving (Supervised).

Video of the Katy, Texas, accident shows the Tesla traveling at more than 70 mph (112.65 kilometers per hour), jumping a curb then tearing across a lawn before crushing through a brick wall of a home. A woman standing feet away, Martha Avila, was found amid piles of crumbling plaster, split beams and bits of furniture and rushed to a hospital but died.

Sales of Tesla cars still haven't recovered fully from boycotts last year over Musk's political stands, but the stock is rising anyway as he has successfully shifted attention away from the sales figures. He says they matter less now that the company is on the cusp of major technological advances, such as turning Teslas into hands-free vehicles and having its Optimus robots take over for humans for tasks at home and work.

Tesla stock has risen 22% in the past year and is currently trading at 170 times expected annual earnings compared to 20 for the S&P 500.

For its second-quarter financial results, financial analysts surveyed by FactSet expect earnings per share will barely budge — 32 cents versus 33 cents a year earlier — continuing a sixth quarter streak of flat or falling profits.

London AI startup selects Houston for first U.S. office after $20M raise

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London-based AI firm Applied Computing has announced a $20 million Series A round and a new office in Houston.

The new Bayou City office is Applied Computing’s first in the United States and part of its North American expansion. The company is known for its Orbital AI platform, which is tailored for energy operations.

The funding round was led by Houston-based KBR Inc., with participation from San Francisco-based Databricks Ventures. KBR’s investment was first announced in March.

KBR and Applied Computing have also entered into a multi-year agreement to deliver exclusive AI products for the energy sector. KBR already has integrated Orbital into its INSITE 3.0 platform for energy projects, and is also using the product for ammonia production.

Applied Computing’s Orbital platform combines physics-grounded intelligence with models across chemical engineering, time-series forecasting and language, according to the company. The system analyzes sensor readings and can recognize a facility’s equipment constraints and operator activity. The platform can also allow technicians to run simulations of how a change to a facility could affect the rest of its operations.

According to TechCrunch, Applied Computing will use the $20 million to further explore projects and deployments with the energy sector, hire engineering and research positions, and continue to expand internationally, potentially into the Middle East.

The company is also working on deals with a major U.S. stream operator, TechCrunch reports. And Applied Computing shared on LinkedIn that it plans to announce its first partnership with a major European oil company in the coming weeks.

“Yesterday we showed Orbital live in deployments at our demo day at the Energy Institute in London,” Callum Adamson, CEO and co-founder of Applied Computing, posted on LinkedIn on July 16. “Today, we're announcing the capital to scale it globally as well as the launch of our new offices in Houston and Bangalore. In the weeks following, there will be more announcements on our progress, partnerships and deployments.”

The company opened its Bangalore offices in December.

Texas is no longer America's No. 1 most financially distressed state

Report Rebound

After spending an unfortunate year as the No. 1 state with the most people in financial distress, Texas has slightly recovered. But the Lone Star State isn't out of the woods yet: it's still among the five most financially distressed states in America for 2026.

According to WalletHub's 2026 report, Texas sits in the No. 4 spot this year, while Kansas, Louisiana, and Florida moved up to become the top three states with the most financially distressed residents.

The personal finance website's experts compared all 50 states based on residents' average credit scores, the share of people with "accounts in distress" (meaning an account that's in forbearance or has deferred payments), the one-year change in bankruptcy filings from March 2025, and search interest indexes for "debt" and "loans."

Despite improving in the overall ranking, the study found Texas has had the fourth-biggest spike in bankruptcy filings nationally from March 2025 to March 2026. Texas residents also have the 10th worst average credit scores in the country, according to the findings.

This is how Texas ranked across the study's six key dimensions, where No. 1 means "most distressed:"

  • No. 4 – Change in bankruptcy filings from March 2024 to March 2025 rank
  • No. 5 – Average number of accounts in distress rank
  • No. 8 – "Loans" search interest index rank
  • No. 8 – People with accounts in distress rank
  • No. 12 – Credit score rank
  • No. 13 – “Debt” search interest index rank

It feels like inflation and affordability have been top-of-mind for many Americans over recent years, and uncertainty around the national economy also adds another level of distress. That's especially true for Houston residents, which were dubbed the second most financially distressed people in America earlier in 2026.

"Americans have faced significant financial challenges in recent years, as inflation, shifting unemployment levels, public health emergencies, and natural disasters have made it more difficult for many households to stay on top of their bills," the report said.

The top three states that have the least financially distressed residents are Maine (No. 50), Rhode Island (No. 49), and Hawaii (No. 48).

The top 10 most financially distressed states in America for 2026 are:

  • No. 1 – Kansas
  • No. 2 – Lousiana
  • No. 3 – Florida
  • No. 4 – Texas
  • No. 5 – South Carolina
  • No. 6 – Wyoming
  • No. 7 – Georgia
  • No. 8 – California
  • No. 9 – North Carolina
  • No. 10 – Kentucky
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A version of this article originally appeared on CultureMap.com.

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