Data diversifying

Houston data startup plans to expand its technology from oil and gas to include health care and defense industries

Houston-based Pandata Tech uses its machine learning technology to advance oil and gas operations. Thomas Miller/Breitling Energy

There are about 40,000 sensors on an offshore drilling rig, and each collects information about how the rig's many machines are operating. But sensors can fail or be miscalibrated and, in the relay between the rig and data scientists, data can pick up errors. The scientists will first have to clean and validate the information to ensure its credible.

That's where Pandata Tech comes in. The Houston-based company can run a data quality check for its oil and gas clients. But Gustavo Sanchez, co-founder and CEO of the company, is speeding up that process by automating it. Pandata Tech uses machine learning to review data generated by drilling rigs — and the algorithms determine how likely that data can be trusted. And for Houston's 175,000 residents employed in oil and gas, that data needs to be trustworthy.

"If the data's bad, then you're going to have a lot of bad decisions," Sanchez says.

The legacy of machine learning began in the 1950s, when computer scientist Arthur Samuel wrote a program for a computer to play checkers and improve at the game the more it played. Since then, the complex algorithms written for computers to learn and develop without human intervention have been implemented in industries like finance, sales, surveillance, and more.

Sanchez and his business partner, Jessica Reitmeier, met in China during graduate school. They founded the company after a stint for Sanchez in finance data science. He realized that small service companies had no control over their equipment operated and put data analytics in the hands of small, independent service contractors. So they developed Pandata Tech in January 2016, and today their core team has three people who manage data science, marketing and operations, and staff development.

Pandata Tech's software reduces the amount of time data scientists have to spend validating their data — from 80 percent of their time down to just 20 percent, Sanchez says. It works by using models to generate a data quality score.

For example, a sensor that monitors pressure levels is paired with a computer model of what those levels should be — and the software checks for missing or incorrect data, then uses statistics to determine how likely that the sensors are picking up correct data. It creates a quality score for that data between 0 and 100 in the short and long term; if it compiles the data for a 24-hour window, then the score should be close to 100, but the software can also analyze data for 90-day streaks. In this case, the ideal might be above 60. It's a lot like a credit check, Sanchez says.

And while Pandata Tech began in the energy industry, the team is now expanding to fields like defense and healthcare, which also generate hundreds of thousands of data points that need it be checked. The unique challenges of working with large drilling rigs have translated well to working with aircrafts. And the healthcare field is similar — with the Texas Medical Center, Houston's medical research centers can benefit from hastening the process of data validation.

"There's so much data, and it's so noisy, that it's hard to know whether the data can be trusted or not," Sanchez says.

Pandata Tech is focusing on its current revenue sources in these three fields. Recently, they closed on a deal with one of the largest offshore drilling companies in the world, and Sanchez hopes to double his team size within the year. But he's staying cautious — and the move to healthcare and defense industries is not just a move to expand the use of his company's technology. It's also a way of reducing risk, by not investing in just one industry.

"It's hard to sell scale to a startup," Sanchez says. "We've gotta reduce our risk so we can continue to grow."

Trending News

Building Houston

 
 

Check out these conferences, pitch competitions, networking, and more in the month of October. Photo via Getty Images

Houston's busy business event season is in full swing, and there are ton of local innovation and entrepreneurship-focused programming across the city. Here's a rundown of what all to throw on your calendar for October when it comes to innovation-related events.

This article will be updated as more business and tech events are announced.

October 4 — Softeq Venture Studio Happy Hour

The Softeq Venture Studio is excited for you to meet the newest startups accepted into its 2H 2022 Cohort. Meet the teams and learn more about how they secured $125K in funding.

You'll have the chance to meet the startup founders, learn about the problems being solved, and learn more about how the Softeq Venture Studio de-risks growing startups.

The event is Tuesday, October 4, at 5 pm, at Yardhouse (City Centre). Click here to register.

October 5 — State of the Airports

Houston Airports is one of North America's largest and busiest multi-airport systems in the world and plays an important role in the greater Houston region's position as a great global city.

State of the Airports features Houston Airports Director, Mario Diaz, who will share the latest information and growth plans for Houston's three airports. Diaz will also address the important role the Houston Airports plays in bolstering Houston's position as an international air gateway.

The event is Wednesday, October 5, 10:30 am to 1:30 pm, at the Marriott Marquis. Click here to register.

October 11 — State of Space

Earlier this month, Space City celebrated the 60th anniversary of President John F. Kennedy’s proclamation delivered at Rice Stadium, "We choose to go to the moon." Many decades ago, these words showed the world that Houston holds a place as the epicenter for the world's biggest space endeavors and while space exploration has changed tremendously since those famous words, Houston's reputation in aviation and aerospace only grows stronger.

Join the Greater Houston Partnership for State of Space on Tuesday, October 11, to hear from some of the sharpest minds in aerospace and aviation technology who continue to chart a vibrant future for Houston centered around NASA's Johnson Space Center and one of the world’s only truly urban commercial spaceports.

Speakers include:

  • Featured speaker and panelist: Vanessa Wyche, Director, NASA’s Johnson Space Center
  • Stephen Altemus, President & CEO, Intuitive Machines
  • Peggy Guirges, General Manager of Space Systems, Collins Aerospace
  • Panel Moderator: Arturo Machuca, Director, Houston Spaceport and Ellington Airport

The event is Tuesday, October 11, 10:30 am to 1:30 pm, at Impact Hub Houston (1801 Main street 10th Floor). Click here to register.

October 12 —  Making an Impact in the Houston Tech Ecosystem

You may have heard that Jay Steinfeld was the founder and CEO of Global Custom Commerce, which operates the world’s top online window coverings retailer Blinds.com. Boot-strapped in 1996 for just $3,000 from his Bellaire garage, Global Custom Commerce was acquired by The Home Depot in 2014. Jay remained its CEO and later joined The Home Depot Online Leadership Team. After stepping away from these roles in early 2020, he has increased his involvement on numerous private company boards and serves as a director of the public company Masonite (NYSE: DOOR). He also teaches entrepreneurship at Rice University’s Jones Graduate School of Business and supports numerous charities. Jay is an Ernst & Young Entrepreneur of the Year and has earned a Lifetime Achievement Award from the Houston Technology Center. Active as an industry speaker on corporate culture, core values, how to scale a start-up, and disruption, he has more than 100 published articles.

But did you know that many of Jay’s former employees have started businesses of their own, formed angel investment funds, developed and led some of Houston’s best technology teams, and grown into pillars of the HouTech community?

Come hear what’s sure to be an intriguing panel discussion with Jay and several ex-Blinds.com’ers as they discuss company culture, core values, lessons learned, and thoughts on the HouTech ecosystem and take questions from the audience.

The event is Wednesday, October 12, at 6 pm, at the Ion. Click here to register.

October 13 — October Transitions on Tap

Transition On Tap is Greentown Labs' monthly networking event devoted to fostering conversations and connections among the climate and energy transition ecosystem in Houston and beyond. Entrepreneurs, investors, students, and friends of climatetech are invited to attend, meet colleagues, discuss solutions, and engage with our growing community. If you’re looking for a job in climatetech or energy, trying to expand your network, or perhaps thinking about starting your own energy-related company, this is the event for you.

The event is Thursday, October 13, 5 to 7 pm, at Greentown Houston. Click here to register.

October 14 — Tech, Tools and Tips: Digital Training Day at Impact Hub Houston

Struggling with a process in your business? There's probably a tech tool for that. Impact Hub Houston invites YOU to attend an extended edition of its Tech, Tools, and Tips Series hosted in partnership with Frost Bank.

The goal for this session is to provide small business owners with an overview of various digital tools that can help your day to day operations. By attending this event, you will learn about various digital tools and also have an opportunity to network with other small business owners.

The event is Friday, October 14, 8:30 am to 12:30 pm, at the Omni Riverway. Click here to register.

October 14-16 — Incubate Galveston + the Ion Hackathon 2022

A hackathon is a social design sprint that brings together the community to work in teams creating innovative solutions. Basically, it’s a party, and a 48-hour race between teams competing to develop solutions to problem-sets for cash prizes. Participants will work in small teams that have a collection of experts, entrepreneurs, students, and community members to tackle the below identified challenges:

  • Increase food access in urban core neighborhoods
  • Create opportunities for green initiatives, including environmental education, coastal resilience, and conservation
  • Propose home refurbishment programs and housing
  • Develop capacity for education and workforce skills development
  • Solve the plastic pollution issue in Galveston: Plastic trash in the water supply, on the beaches, and in the waterways of Galveston and surround areas affects the community in many ways (e.g., beaches look dirty, the plastic has chemicals harmful to health, and microplastics get into the environment and remain there for long periods of time. How can we solve this problem, removing and reducing waste and its downstream impacts, and make our community safer and cleaner? The plastic pollution problem can be address in the way of innovative preventive steps, innovation treatments, and public education, etc.
  • Offer creative solutions to other challenges

The event is Friday, October 14, to Sunday, October 16, at the Marmo Plaza. Click here to register.

October 19 — How to Build an App without Code, Part 1: Info Session (In-Person & Online)

Join Heather Wilson, a UX Researcher, Service Designer and Google Design Sprint Facilitator, as she teaches you how to build an app without code!

Benefits of building an app without code:

  • building a custom app could take months to a year to develop
  • coding could present problems when your mobile strategy is pivoting
  • allows for customization and the ability to make changes as needed
  • high costs can be associated with building am app
The event is Wednesday, October 19, at 6 pm, online. Click here to register.

October 20 — 2022-2023 UH Energy Symposium Series

Rising electricity prices, increasing concerns about grid reliability, and achieving carbon-free electricity in the U.S. by 2035 have refocused attention on the role of nuclear in the energy transition. This comes after a decade of low investments, accumulating nuclear waste, an aging fleet of reactors, public opposition, and regulatory mandates that stalled nuclear’s growth and led to declines in production. Meanwhile, the nuclear industry has maintained its safety record, made remarkable progress in fusion and advanced nuclear reactors, and improved operating safety and efficiency.

The first topic of the 2022-2023 Energy Symposium Series, The Future of Nuclear in the Energy Transition, will address if and how headways in advanced nuclear reactors, fusion, and waste management can overcome the challenges of economic feasibility, efficient and safe waste disposal, and build public and regulatory support for the increased deployment of nuclear energy in the U.S. We are excited to bring our panel discussion of Critical Issues in Energy back on campus this year.

The event is Thursday, October 20, at 6 pm, at Hilton University of Houston - Conrad N. Hilton Ballroom . Click here to register.

October 26-27 — Fuze

Fuze is bringing together the builders and innovators in energy tech. Shutting down 5 blocks in downtown Houston for two days and covering three content tracks, the event is focused on discovering breakthroughs in energy technology.

The event is Wednesday, October 26, to Thursday, October 27, at 8th Wonder Brewery. Click here to register.

October 27 — Aerospace Investment & Engagement

Join the Houston Angel Network as they discuss the current and future state of aerospace innovation and investment, followed by pitches.

The event is Thursday, October 27, at 8 am to 1 pm at the Ion. Click here to register.

October 27 — Space-Related Technology Development and the Houston Innovation Community

In these presentations, Mr. Montgomery Goforth and other aerospace subject matter experts will discuss the technology development challenges faced by NASA’s Johnson Space Center and the surrounding Aerospace community in our ongoing efforts as the hub of human spaceflight. Presentations will focus on the ways in which these challenges, and the associated opportunities, can be leveraged by Houston’s innovation community.

The event is Thursday, October 27, at 4 pm at the Ion. Click here to register.

Trending News