Ion names latest partner, Houston startup raises more funding, and more local innovation news

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The Ion has announced its latest corporate partner — and more Houston innovation news. Photo courtesy of the Ion

As Houston ramps up for fall, the city's innovation news has followed suit, and there might be some headlines you may have missed.

In this roundup of short stories within Houston startups and tech, Houston investors announce new deals in sports and energy tech, veterans can apply for new grant program, and more.

The Ion announces latest partner

The Ion has named its latest partner. Image courtesy of the Ion

The Ion Houston announced that Switzerland Transocean has joined on as an affiliate partner. The oil and gas company joins other corporate partners — including Chevron, Baker Botts, Microsoft, and more — in providing programming and resources for the Ion community and taking a seat at the Ion’s Roundtable.

Transocean's Houston office is in the Energy Corridor.

Houston-based Codenotary has expanded its series B fundraising round

Codenotary's software enables tools for notarization and verification of the software development life cycle. Photo via Getty Images

A Houston software startup that raised $12.5 million earlier this year has announced additional funding of $6 million. Codenotary, whose technology helps secure software supply chains, closed its series B round in January. The fresh funding brings the company's total investment raised to $24 million — thanks to investors Bluwat and Elaia.leaders and following a series A round that was announced in 2020.

Codenotary, formerly known as vChain, was founded in 2018 by CEO Moshe Bar and CTO Dennis Zimmer. The additional capital, which will go towards scaling up sales in the U.S. and Europe as well as entering the Asian market, was raised as an extension of the series B round.

“Software supply chains are under constant attack and so every enterprise is looking for effective ways to protect their valuable software assets,” says Bar in a news release. “The additional capital will help us expand faster – increasing our ability to roll out additional features and build out our worldwide sales efforts that includes our partner network. Not every startup company is able to do that right now but we’re fortunate to have good growth and the right investors behind us.”

Houston-based energy investor announces latest portfolio company

Here's Energy Transition Ventures' latest investment. Image via Getty Images

Energy Transition Ventures, a Houston-based investment firm, has announced its latest investment. ETV led Rutgers University-spinout RenewCO2's $2 million seed round.The startup has created a "novel catalyst technology to convert carbon from hard-to-abate sectors and transform it into a feedstock for carbon-negative, plastic monomers at a fraction of the cost of plastics derived from fossil sources," per a news release.

Including this latest seed round, the New Jersey-based cleantech company has raised $10 million in grants and investment. RenewCO2 hops to start supplying its eCUT electrolysis systems to customers by 2025.

"Converting CO2 directly into negative carbon products is a game changer for the climate. With low-cost renewable power, combined falling costs and advancements in electrolysis, the RenewCO2 has the opportunity to be world-changing," says Neal Dikeman, co-founder and partner of Energy Transition Ventures. "They are completely rewriting how we make plastic and chemical products and how these industries will handle carbon emissions, regardless of the price of carbon or credits. We are excited about power to chemicals and working to use renewable energy to make CO2 the low-cost chemicals feedstock of the future, not the present pollutant."

Grants open for veterans

Veteran-owned businesses can apply for this grant. ​Photo via Getty Images​

National nonprofit Founders First CDC, which exists to empower expansion in diverse founder-led, revenue-generating businesses, has announced that applications are open online for qualified individuals to apply to its 2022 Stephen L. Tadlock Fund – a grant program to support U.S. veteran small business owners. Twenty-five veterans will receive a $1,000 grant.

To be eligible, the company’s founder must be a U.S. military veteran, have an active U.S.-based business, and employ between 2 and 50 employees, per a news release. Applications are open through October 18, and recipients will be announced on Veterans Day, November 11, 2022.

“Given the current state of our economy, small business owners are feeling the brunt of the rising cost of living, inflation and the challenges to provide goods and services for their customers,” says Shaylon Scott, executive director of Founders First, in the news release. “As our founder, Kim Folsom has strong ties to the military through her brother’s service in the U.S. Navy, this particular grant is incredibly special to Founders First, as we’re able to help veteran business owners by investing in their businesses during uncertain economic times. Grants such as these, no matter how large or small of an investment, are a vital and impactful way to help sustain businesses and provide growth opportunities, and we are incredibly proud to support veterans throughout the country during this critical time.”

The judging committee for the Stephen L. Tadlock Grant includes a panel of distinguished veterans, representing multiple branches of service.

Local investment group focuses next fund on sports tech

UCN is focused on sports tech. Image via UCN

The Urban Capital Network — a Houston-based organization focused on democratizing startup investment — has focused its most recent fund on sports tech. The fund, which will raise $500,000 to $1 million, will focus on sports tech businesses, including the first two investments in National Cycling League and Screen Skinz. The National Cycling League is innovating cycling with real and virtual interaction. Screen Skinz has created a new kind of screen protector and has been licensed by several sports entities. UCN investors can be a part of the fund for as little as $5,000.

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Ten Houston companies received funding from the Founders First CDC's Job Creators Quest Grant. Photo courtesy

Nonprofit awards 10 Houston companies over $30,000 in grant funding

founders first

A national nonprofit has granted $100,000 in funding to 31 companies across the state. Ten of the recipients are based in Houston.

Founders First CDC — an organization that supports diverse founder-led, revenue-generating businesses — named the winners of its new Job Creators Quest Grant this week. Over 600 Texas businesses applied, and the selected recipients represent industries from construction and manufacturing to STEM and healthcare, to hospitality, and more.

"The challenges of simply keeping the doors open have been amplified by an unforeseen obstacle – the pandemic. Now more than ever it takes commitment, perseverance and healthy funding to succeed, which is why I'm excited about Founders First CDC," says Texas State Senator and small business owner, Royce West, in a news release. "This organization is providing small businesses with wherewithal to create jobs, which in turn help sustain operations, achieve business goals and stimulate the economy."

Launched earlier this year, the Job Creators Quest Grant is funding businesses to help them retain and grow their workforce through the pandemic. Since its inception, the program has awarded more than $220,000 to minority and underrepresented business owners throughout the United States.

"We have observed many founders working more in their business than on their business. Our priority is to give entrepreneurs resources to grow while simultaneously becoming premium wage job creators within their community," says Shaylon Scott, executive director of Founders First CDC, in the release. "Investing in diverse entrepreneurs is an impactful way to drive job and wealth creation in underserved communities. The Job Creators Quest Grant is more than a dollar amount, it's a celebration of their success."

Eligibility requirements included the company's founder must be Black, indigenous, a person of color, LGBTQIA+, military veteran, woman or located in a low to moderate income area and be a for-profit company with annual revenues between $100,000 to $3 million. Grant winners will use the funds to help create and add 1-2 net new premium wage jobs in the next 12 months. The program was funded by a $1 million grant from the Rockefeller Foundation, along with Founders First CDC Capital Partners' recent $9 million series A.

The Houston companies that received funding were:

  • DM Electrical and Construction LLC - $10,000
  • Medley Inc. - $10,000
  • EFS GROUP PLLC - $2,500
  • AtWork Personnel Services - $2,500
  • Camellia Alise, LLC - $1,500
  • Flava Wings - $1,500
  • Oops Steam Cleaning - $1,500
  • The Body: A Home for Love - $1,500
  • TNR Accounting & Management Consulting, LLC - $2,500
  • Socium Solutions LLC - $2,500

The other Texas companies that received grant money were:

  • COCINA 54 (Austin) - $1,500
  • Laundris Corp (Austin) - $1,500
  • Center for Music Therapy, Inc. (Austin) - $1,500
  • Le Rouge Cuisine Food Company (Dallas) - $5,000
  • TDG Scientific (Dallas) - $5,000
  • SCENT & FIRE CANDLE COMPANY (Dallas) - $2,500
  • brittani (Dallas) - $2,500
  • Atmospheric Home Staging (Dallas) - $1,500
  • RD Adams Enterprise LLC dba ONE Elite Staffing (Dallas) - $1,500
  • Civil Pour (Dallas) - $1,500
  • Lalloon Marketing Group, LLC dba Imperium Surgical Partners (Dallas) - $1,500
  • WEST ONE PRODUCTS LLC (Fort Worth) - $1,500
  • Hooked On Code, LLC (Frisco) - $5,000
  • Hustle Clean (Frisco) - $5,000
  • PriceSenz LLC (Irving) - $1,500
  • R2R Palliative and Hospice Care LLC (Lewisville) - $1,500
  • Bernadette Davis Communications (Plano) - $1,500
  • Channel Source Inc (Southlake) - $5,000
  • KoderLabs (Trophy Club) - $1,500
  • Brisco Wheel Repair LLC DBA Alloy Wheel Repair of San Antonio (San Antonio) - $1,500
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Rice University MBA programs rank among top 5 in prestigious annual report

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Rice University’s Jones Graduate School of Business MBA programs have been ranked among the top five in the country again in The Princeton Review’s 2025 Best Business Schools rankings.

The university's MBA program in finance earned a No. 3 ranking, climbing up two spots from its 2024 ranking. Finance MBA programs at the University of Virginia's Darden Graduate School of Business and New York University's Leonard N. Stern School of Business were the only ones to outrank Rice, claiming No. 2 and No. 1 spots, respectively.

Rice's online MBA program was ranked No. 5, compared to No. 4 last year. Indiana University's Bloomington Kelley School of Business' online program claimed the top spot.

“These rankings reflect the commitment of our faculty and staff, the drive and talent of our students and the strong support of our alumni and partners,” Peter Rodriguez, dean of Rice Business, said in a news release. “They are exceptional honors but also reminders — not just of our top-tier programs and world-class faculty and students but of our broader impact on the future of business education.”

Rice also ranked at No. 6 for “greatest resources for minority students."

The Princeton Review’s 2025 business school rankings are based on data from surveys of administrators at 244 business schools as well as surveys of 22,800 students enrolled in the schools’ MBA programs during the previous three academic years.

"The schools that made our lists for 2025 share four characteristics that inform our criteria for designating them as 'best': excellent academics, robust experiential learning components, outstanding career services, and positive feedback about them from enrolled students we surveyed," Rob Franek, The Princeton Review's editor-in-chief, said in a press release. "No b-school is best overall or best for all students, but to all students considering earning an MBA, we highly recommend these b-schools and salute them for their impressive programs."

Rice's finance program has ranked in the top 10 for eight consecutive years, and its online MBA has ranked in the top five for four years.

Rice and the University of Houston also claimed top marks on the Princeton Review's entrepreneurship rankings. Rice ranks as No. 1 on the Top 50 Entrepreneurship: Grad list, and the University of Houston ranked No. 1 on Top 50 Entrepreneurship: Ugrad. Read more here.

Houston named ‘star’ metro for artificial intelligence in new report

eyes on AI

A new report declares Houston one of the country’s 28 “star” hubs for artificial intelligence.

The Houston metro area appears at No. 16 in the Brookings Institution’s ranking of metros that are AI “stars.” The metro areas earned star status based on data from three AI buckets: talent, innovation and adoption. Only two places, the San Francisco Bay Area and Silicon Valley, made Brookings’ “superstar” list.

According to Brookings, the Houston area had 11,369 job postings in 2024 that sought candidates with AI skills, 210 AI startups (based on Crunchbase data from 2014 to 2024), and 113 venture capital deals for AI startups (based on PitchBook data from 2023 to 2024).

A number of developments are boosting Houston’s AI profile, such as:

Brookings also named Texas’s three other major metros as AI stars:

  • No. 11 Austin
  • No. 13 Dallas-Fort Worth
  • No. 40 San Antonio

Brookings said star metros like Houston “are bridging the gap” between the two superstar regions and the rest of the country. In 2025, the 28 star metros made up 46 percent of the country’s metro-area employment but 54 percent of AI job postings. Across the 28 metros, the number of AI job postings soared 139 percent between 2018 and 2025, according to Brookings.

Around the country, dozens of metros fell into three other categories on Brookings’ AI list: “emerging centers” (14 metros), “focused movers” (29 metros) and “nascent adopters” (79 metros).

Forecasting retail sales just got smarter, thanks to Google searches

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Imagine being able to predict the future of retail sales — not with months-old economic reports, but with real-time digital breadcrumbs left behind by consumers. Thanks to new research from K. Ramesh (Rice Business) and Gary Lind (University of Pittsburgh), that future is already here.

Key findings

  • Search trends predict future retail revenue — up to three quarters ahead.
  • Markets don’t fully price in search-based insights, especially before earnings announcements.
  • Trading strategies using search data outperform traditional asset-pricing models by 2–3%.
  • Analysts often underuse this data, resulting in predictable forecast errors.
  • At the macro level, search trends closely track — and often lead — official retail sales and GDP.

Their study shows that Google search trends are powerful predictors of consumer demand, capable of forecasting U.S. retail sales up to three quarters in advance. The implications span industries and audiences — from Wall Street traders to Main Street retailers, and from data-driven CFOs to curious business students.

A smarter, faster crystal ball for retail demand

Retail sales drive nearly 70% of U.S. gross domestic product (GDP), making them one of the most important indicators of economic health. Yet traditional forecasting relies heavily on backward-looking data and broad economic indicators. Ramesh and Lind’s work offers a leap forward: search data from Google Trends — publicly available and easy to use — can offer a faster, more precise signal of where sales are headed.

“If you want to understand consumer demand,” says Ramesh, the Herbert S. Autrey Professor of Accounting at Rice Business, “look at what people are searching for — not just what companies report after the fact. These digital footprints can tell us where revenue is going, often before the market catches up.”

This low-cost approach stands in stark contrast to expensive alternatives, such as satellite images of parking lots, in-store foot traffic from mobile data, or retail scanner feeds — tools often reserved for hedge funds and large institutional investors. Google Trends offers a scalable, accessible option for anyone seeking insight into consumer behavior.

Why this matters for investors and analysts

The researchers analyzed search patterns for nearly 200 publicly traded U.S. retail companies between 2004 and 2019. They found that firms with rising search volumes tend to report higher revenues — often well before analysts or investors react.

In fact, investment strategies built around these trends earned 2–3% higher returns than traditional models would predict. And most of these gains were concentrated around earnings announcements — a sign that markets were slow to recognize what search data had already revealed.

The advantage is even more striking for companies that fly under Wall Street’s radar. For firms with limited analyst coverage, the predictive power of search data on stock performance was more than 80% stronger.

A new tool for analysts — if they’ll use it

Despite the clear signal in the data, the study finds that analysts routinely fail to incorporate search-based insights into their forecasts. That gap translates into missed revenue predictions and market inefficiencies — which sophisticated investors can exploit.

“The search data are out there,” says Lind, a Rice Business Ph.D. ’19 graduate now on faculty at Pitt Business. “They’re public, powerful, and free. Analysts who ignore them are missing an opportunity.”

The impact of this research extends well beyond equity markets. By aggregating Google search data across the retail sector, the authors found strong alignment with U.S. Census retail sales figures and GDP trends. In other words, these digital signals reflect not just firm-level interest, but macroeconomic momentum.

A data wake-up call

This makes search trends a potentially valuable early-warning system for policymakers, central banks, and anyone responsible for interpreting the economic landscape. During volatile or uncertain periods, such tools could offer precious foresight into shifting consumer behavior.

In a digital era where consumers research before they shop — whether online or in-store — it’s no surprise that their Google queries leave valuable clues. What’s surprising is how often businesses, investors, and even economists still overlook them, Ramesh says. “Search data is a goldmine. And it's just sitting there, waiting to be used.”

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This article originally appeared on Rice Business Wisdom.

Lind and Ramesh, “Using Internet Search Data to Predict Aggregate Retail Sales and Enhance Firm-Level Revenue Expectations,” Contemporary Accounting Research (April 2025): 1-32. https://doi.org/10.1111/1911-3846.13043.

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