data to knowlege

Rice University's data-focused lab presents unique opportunity for startups and small businesses

The Rice D2K Lab wants to help startups and small businesses solve business concerns with data science. Photo courtesy of Rice University

A data-focused lab at Rice University is training the next generation of data scientists. However, the students at the Rice D2K Lab are doing more than just learning about the significance of data, machine learning, and artificial intelligence — they're working as data scientists now.

Businesses — large and small — can come into the lab and have Rice students and faculty work on data projects in both short-term and long-term capacity. One semester, a group of students worked with 311 call data for the city of Houston so that officials can figure out what parts of town were in the most need of support, says Jennifer Sanders, program administrator at the Rice D2K lab.

"They were able to show on a Houston map the areas where most of these 311 calls were coming from," Sanders tells InnovationMap. "That allowed the city to focus on those areas."

Lately, the lab has been focused on a several COVID-19 Houston Response Projects, which addressed issues ranging from homelessness in the time of a pandemic, ventilator distribution, and more. One team even made a recommendation to the city after a data project determined that adding five ambulances to southwest neighborhoods served by the Houston Fire Department Emergency Medical Services program would optimize response times.

The lab has two avenues to help businesses: a semester-long capstone course and a clinic for one-time sessions. This upcoming semester, the capstone course has 60 students signed up to work on 10 to 12 projects from corporate sponsors. These lab members — which support the program monetarily — are selected based on their fit within the program.

The D2K Consulting Clinic also offers free one-hour sessions on campus. At the clinic, students look at the data and assess the possibilities and advise on how to use that data for business gain or growth.

"The consulting clinic can be a starting point if a business is not sure what to do with their data," says Shanna Jin, communications and marketing specialist at the D2K Lab.

The clinic also presents a special opportunity for small businesses and startups, a niche Sanders says they haven't tapped into enough yet. She says most of the companies they've worked with are larger organizations, usually in the energy industry.

"We really want to broaden the scope to smaller startups, tech companies, and nonprofits," Sanders says. "We really don't have to limit ourselves. I would really love to expand our reach."

Membership dues for companies, which provides a more structured, long-term access to data consulting, range from $25,000 to $75,000 a year. However, Sanders says the lab is willing to work with startups on a cost that's more accessible.

Ultimately, the goal of the program is to connect the dots for businesses that have data and don't know how to use it.

"To realize the potential of big data, we need people — people who can transform data to knowledge," says the lab's founder, Genevera Allen, in a promotional video. "That's what we're doing with the Rice D2K Lab."

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Building Houston

 
 

The $2.23 million deal means a growing presence Texas for Octopus Energy. Photo via octopusenergy.com

A renewable energy retailer based in the United Kingdom is once again expanding its presence in Texas with another strategic acquisition.

Octopus Energy US, which is based in Houston, announced that it has signed an agreement to acquire Houston-based energy provider Brilliant Energy LLC in a $2.23 million deal. With the acquisition, Octopus Energy will take on the 9,000 residential customers currently supplied by Brilliant Energy. These users will be transitioned onto Octopus Energy's technology platform Kraken.

"Brilliant Energy is a company that has always stood for quality and unique brand experiences. It complements our strong dedication to bringing unparalleled customer experience to our users," says Michael Lee, CEO of Octopus Energy US, in a press release. "This is a major moment for us, as we work to bring our 100% renewable energy supply and outstanding technology to more Texans and their homes."

The acquisition is the latest move from Octopus Energy's plans to invest $100 million into the U.S. energy market and target 25 million U.S. energy accounts by 2027, according to the release.

Last fall, Octopus acquired Houston-based Evolve Energy in a $5 million deal. Evolve was founded by Lee, and he transitioned into his role as Octopus CEO following the deal.

Octopus Energy, which was founded around five years ago, reached Unicorn status with a $1 billion valuation in April 2020.

Michael Lee is CEO of Octopus Energy US. Photo via LinkedIn

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