Corporations can do more than just throw money at innovation efforts. Photo via Getty Images

I vividly remember, it was a typical Tuesday at Houston Exponential, and I’m sipping maybe my third coffee of the morning when the phone rings.

On the line is yet another hopeful voice from a newly minted innovation group at a "big company." They lay out their vision: “We’ve got this new innovation group! It’s me — a tech enthusiast who’s been yelling into the corporate void about needing to shake things up for the last two decades — plus a data scientist who loves numbers more than people, and a procurement guy who… well, procures stuff. And here’s the kicker: they’ve handed us $60 million to put to work. But here’s the catch — this treasure needs to be turned into a groundbreaking innovation that will dazzle the C-Suite, in about six months.”

I chuckle then sigh, because I’ve heard this story not once or twice, but about a dozen times over. And unfortunately, each of those grand plans crashed faster than a shooting star burning out over the Texas night sky — brilliant, swift, and leaving us wondering what might have been. Why? Well, let’s dig into some observations from my time working with institutional innovators from around the world and uncover just why throwing money at innovation like confetti at a wedding isn’t the quick fix big companies hope it will be.

The big miss here is a deep understanding of and ability to articulate the challenges. Innovation isn’t a highway where you can just press the gas and speed straight to Mt. Scale. It’s more like a winding country road with breathtaking views, unexpected potholes, and the occasional bewildered chicken crossing your path. For institutional innovators — the brave souls charting the course through this ever-changing landscape — the journey is filled with excitement, challenges, and the promise of discovery.

In my first hand experience mentoring over 500 startups and corporations, I’ve seen that the magic of innovation doesn’t come from a deep-pocketed budget but from a deep understanding of the problems we aim to solve. If you can view challenges through a kaleidoscope of perspectives, not just through the monochrome lens of one industry, you find the alternate routes that, while not exactly shortcuts, do keep you from turning down dark alleys and dead ends. A key observation here is that solutions to hard problems often lie in adjacent industries.

For example, consider how biomimicry has led to inventions like Velcro, inspired by burrs' ability to stick to animal fur, or how bullet trains in Japan were designed to mimic the kingfisher's beak for better aerodynamics. These are just a few examples of how solutions to complex problems often reside right in front of us or in the industry next door. Right here in Houston, Pumps & Pipes is a glowing example of how experts from Energy, Life Science and Space converge on similar problem sets with wildly different perspectives and applications.

Imagine if the engineers at NASA sat down for tacos with teachers from the local high school, or if doctors brainstormed with video game designers over a game of pickleball. Sounds fun, right? But it’s also where the magic happens. When we step out of our industry bubbles, we find that the solutions to our biggest problems often come from the most unexpected places.

So how do we begin to find these solutions? It all starts with a clear and clearly articulated challenge statement.

A crucial factor in encouraging organizations to look beyond traditional industry boundaries is to foster a deep understanding of problem-solution fit (you can read more about Problem - Solution fit in my last article here) and that means a deep understanding of the Problem. By guiding problem holders to dig deep into the nuances of the problems they aim to address, we expand their perspective. Once a comprehensive grasp of the problems are established, new pathways for solutions organically emerge. To do this you must broaden the collective thinking to the point where solutions from other industries become not just viable but often the most effective approach. My favorite quote on this subject is that “people don’t need a ¼ inch drill bit, they need a ¼ inch hole, and really they don’t need a ¼ hole, they need to hang a picture and when framed in that context, a command strip is more effective at solving the problem.”

So how do we do this? It’s easy, just continuously ask "why" or “why does this matter to your customer” to peel back the layers of the initial problem statements to reveal underlying causes or first principles. Ok this is actually much harder than it sounds but when organizations are guided through exercises to distill their challenges into first principles and more universal problem statements, a transformation occurs, resulting in several benefits:

  1. Expanding Solution Horizons: By elevating the problem discussion beyond industry-specific issues, the range of potential solutions widens remarkably.
  2. Universal Problem Statements: Restating the issues into more universal terms unlocks innovative approaches and solutions previously unseen.
  3. Enhanced Solution Fit and Success Probability: This reframing leads to solutions that are not only more fitting but also stand a higher chance of successfully being adopted and integrated and thus resolving the underlying issues.
  4. Increased Buy-In: These solutions are and are perceived as more novel and thus receive increased buy-in across the organization when moving towards adoption.

The critical lesson here is the power of abstracting the problem. By pulling back from the immediate and specific issues and reinterpreting them into broader, more universally applicable challenges, we can tap into a richer vein of solutions. This approach not only broadens the scope of potential innovations but also increases the alignment and effectiveness of the solutions we pursue.

The art of crafting challenge statements that are both broad enough to inspire innovative thinking and specific enough to be actionable is crucial. These statements serve as beacons, guiding both internal and external innovation efforts towards solutions that are not bound by conventional industry norms. By framing challenges in a way that invites diverse perspectives, organizations unlock innovative solutions that transcend traditional boundaries, fostering a more expansive and inclusive approach to problem-solving.

Turning lofty ambitions into tangible results begins with understanding that innovation isn’t just about flashy gadgets or the latest buzzwords. It’s about solving real problems for real people. This means rolling up our sleeves, listening intently, and sometimes realizing that the solution isn’t a high-tech wonder but perhaps something as simple and elegant as a command strip instead of a hole in the wall.

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Jon Nordby is managing partner at Anthropy Partners, a Houston-based investment firm, and professor of entrepreneurship at the University of Houston.

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Rice University breaks ground on new innovation hub, The Arc

breaking ground

Construction is officially underway on Rice University's The Arc in Houston’s Ion District.

The university broke ground on the 200,000-square-foot research, corporate innovation and office building on Nov. 4. The facility will share a plaza with the existing Ion building, fostering collaboration within the innovation space, according to Rice.

“The Arc will bring Rice’s extraordinary research and talent and Houston’s impactful innovation ecosystem into even closer connection with the industries and innovators working to solve some of the world’s most consequential challenges,” Rice President Reginald DesRoches said in an announcement. “That constant exchange of ideas and expertise will help move discoveries more rapidly from the laboratory to real-world impact.”

Construction is scheduled to be completed by Q2 2028. Rice Real Estate Co. is developing the project, and Rice University will occupy about 80,000 square feet in the building (about 40 percent). Preleasing has begun, with floor plans ranging from 28,000 to 31,000 square feet.

The Arc will feature conference and meeting spaces, an amenity lounge, fitness center, outdoor plazas, underground parking, and on-site retail and dining, according to the release.

It aims to host tenants focused on artificial intelligence and machine learning, data science, robotics, quantum science and engineering and energy, including Rice's new AI Foundry.

Rice says the AI Foundry will be a space where university experts and partners can support organizations with AI challenges. Rice recently committed to hiring 75 new AI-focused faculty and announced plans to launch a new Master of Artificial Intelligence (MAI) next fall.

“The AI Foundry is exactly the kind of collaboration the Arc is designed to enable,” Amy Dittmar, the Howard R. Hughes Provost and executive vice president for academic affairs at Rice, added in the release. “By bringing Rice researchers together with industry partners in a shared environment, we can accelerate the movement of ideas from research into practical applications while helping organizations build the capabilities they need to succeed as AI continues to evolve.

Developers of The Arc are targeting LEED Gold certification by incorporating smart building automation and energy-saving features into the project's design. Rice first announced the project in September 2025.

Rendering courtesy Bogza

Houston battery tech startup FlowCellutions acquired by Katy energy co.

M&A

Katy-based TerraFlow Energy, an energy storage and infrastructure company, has acquired Houston-based battery technology startup FlowCellutions. Financial terms weren’t disclosed.

FlowCellutions still operates under its established name, but with the tagline “A TerraFlow Energy Company.” Becca Segel, founder and CEO of FlowCellutions, now runs the business as its president.

FlowCellutions specializes in electrochemical sensing, diagnostics, analytics, and testing that offer insights into battery chemistry, charging capabilities, and system performance.

“FlowCellutions has always been focused on developing better ways to understand what is happening inside a flow battery and using that information to improve how these systems perform,” Segal said in a press release. “Joining TerraFlow gives us the opportunity to apply that work at a much larger scale while continuing to build the capabilities and expertise that make FlowCellutions unique.”

The FlowCellutions platform supports data centers and other heavy users of power. It’s designed to help reduce operating costs, prevent failures and costly downtime, and extend battery lifetime from about seven years to more than 30 years.

Segel founded the company in 2022. A member of Greentown Labs, the company raised more than $2 million in non-dilutive funding and received $1.5 million in National Science Foundation funding earlier this year.

FlowCellutions is one of five finalists in the Energy Transition Business category of InnovationMap’s 2026 Houston Innovation Awards.

“FlowCellutions brings a depth of scientific and technical expertise that fits naturally with where TerraFlow is going,” Jon Parrella, CEO of TerraFlow, said in the release.

“As we move from developing these systems to deploying them at commercial scale, understanding performance at a deeper level matters,” he said. “Bringing FlowCellutions into TerraFlow strengthens that capability and gives both teams more opportunity to advance the technology.”TerraFlow, founded in 2024, develops long-duration energy storage and power infrastructure for data centers, industrial facilities, utilities and other large power consumers.

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This article originally appeared on EnergyCapitalHTX.com.

3 fast-growing Houston scaleups named Innovation Awards finalists

meet the finalists

From IPOs to groundbreakings, some of Houston's most innovative companies reached major milestones this year.

As part of the 2026 Houston Innovation Awards, our Scaleup of the Year category honors innovative later-stage startups that have recently reached a significant milestone in company growth. Three scaleups have been named finalists for the 2026 award.

Read more about these businesses, their founders and their breakthrough technologies below. The 2026 winners will be announced on InnovationMap.com in mid-November.

Erock

Energy infrastructure company Erock, previously known as Enchanted Rock, develops dual-purpose microgrids that rely on natural gas and renewable natural gas to produce lower carbon emissions and air pollutants than diesel generators. Its products can provide bridge power before grid interconnection, backup power during outages and dispatchable capacity that supports long-term grid reliability. The company has more than 1,100 megawatts of installed capacity and over 20 years of experience serving commercial, municipal and large-scale technology customers.

Erock completed its initial public offering this year, raising approximately $600 million in gross proceeds. It also grew its contracted power system sales backlog to approximately $1.7 billion, up tenfold year-over-year, with production sold out through 2028, according to the company's application. The company secured a major equipment order from Anthropic, began construction of the 366-megawatt El Paso Electric project supporting Meta's data center campus, and started assembly operations at its Hyperion facility in Cypress, Texas.

Hertha Metals

Hertha Metals produces lower-cost, lower-emission steel and high-purity iron. The company has developed a single-step process that uses natural gas as a direct reductant instead of metallurgical coal, which cuts production costs by more than 25 percent and emissions by up to 50 percent, according to the company. The same process produces high-purity iron needed for high-purity steels and rare earth magnets. The company says it aims to "re-industrialize America’s production of critical materials."

Hertha Metals was founded by CEO Laureen Meroueh in 2022 and emerged from stealth last year with more than $17 million in venture capital funding. The company closed a $133.65 million Series A this month and also broke ground on its $100M high-purity iron factory known as Chalyx in Conroe.

Venus Aerospace

Spacetech company Venus Aerospace is developing a high-thrust rotating detonation rocket engine (RDRE) that replaces the subsonic combustion used in conventional rocket engines. The RDRE is a compact, simpler engine that can deliver up to 15 percent greater efficiency for defense and space applications. It completed its first U.S. flight test of the engine last summer.

Venus Aerospace was founded in 2020 by CEO Cassie Duggleby and CTO Andrew Duggleby. It raised a $20 million Series A in 2022 and $42 million Series A2 in 2025. It closed a $91 million Series B earlier this year and expanded its leadership team. The company is working toward longer-duration and higher-thrust testing and advancing its flight program.