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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Houston ranks among 15 U.S. hot spots for women in tech

Ranking It

Houston is soaring among the best places in the U.S. for women in tech, a new report says. Houston ranked No. 15 nationwide in SmartAsset's new report, "Best and Worst Cities for Women in Tech — 2026 Study," which compared the 50 biggest U.S. cities across four metrics:

  • Gender pay gap — women's median earnings as a percentage of men’s median earnings in tech
  • The share of all tech workers that are women
  • The overall concentration of employment for tech workers, defined as "tech workers as a share of the local workforce"
  • Women tech workers’ median earnings, adjusted for regional price parity
For the purpose of the study, tech workers are defined as "city residents employed in computer and mathematical occupations." The study's findings show that fewer than 9,500 tech workers in Houston are women, or 25.6 percent of the total tech workforce in the city. In total, tech workers in general make up less than 3 percent of the Houston workforce.Despite the high ranking, women tech workers in Houston have a sizeable gap to cross to receive equal pay compared to their male counterparts in the same industry. Women tech workers make just over $97,000 in median earnings after adjusting for regional price parity, which is only 93 percent of what male tech workers make, SmartAsset found.

There are only two U.S. cities where women in tech earn more than what their male counterparts: Miami and Memphis, Tennessee. Women tech workers in Miami make an adjusted $88,650 in median earnings, or 101.7 percent of what men in tech make. In Memphis, women make $84,718 in adjusted earnings, or 101.5 percent of what men in tech earn.

The findings also assert that women remain underrepresented in the nation's overall tech sector, despite making up nearly half of the total workforce. Only 22.6 percent of the country's tech labor force is made up of women, according to the Equal Employment Opportunity Commission."Opportunities for women in tech can vary considerably by location, and these differences shape access to jobs, career advancement and earning potential," the report's author wrote. "In some places, women account for a larger share of tech workers, face narrower pay gaps and enjoy a stronger local labor market. In others, they may encounter a more challenging career environmentThe six other Texas cities that earned spots in the report are Austin (No. 6), Fort Worth (No. 26), Dallas (No. 32), Arlington (No. 38), San Antonio (No. 42), and El Paso (No. 49).

The top 10 best U.S. cities for women in tech are:

  • No. 1 – San Jose, California
  • No. 2 – Seattle, Washington
  • No. 3 – San Francisco, California
  • No. 4 – Atlanta, Georgia
  • No. 5 – Baltimore, Maryland
  • No. 6 – Austin, Texas
  • No. 7 – Oakland, California
  • No. 8 – Portland, Oregon
  • No. 9 – Boston, Massachusetts
  • No. 10 – Minneapolis, Minnesota
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This article first appeared on CultureMap.com.

5 female-founded Houston startups shine as Innovation Awards finalists

meet the finalists

Houston is home to many standout female founders, making inroads and breakthroughs in every industry.

As part of the 2026 Houston Innovation Awards, our Female-founded Business category honors women-led startups that are shaping Houston innovation.

Five female-founded businesses have been named finalists for the 2026 award. This year's finalists, selected by our esteemed panel of judges, range from an AI startup for C-Suite execs to a company developing semi-autonomous crawler robots for corrosion detection.

Read more about these innovative startups and the visionary female founders behind them below. The 2026 winners will be announced on InnovationMap.com in mid-November.

Adair

Artificial intelligence startup Adair uses computational linguistics and behavioral economics to measure, model and quantify the impact of spoken and written language on firm valuation and stock prices. The company works with C-Suite executives of public companies on high-stakes communications before they go live.

The company was founded last year by CEO Kathleen Perley, CPO Alex Duong and CTO Anthony Grivet. It raised $5.6 million earlier this year, according to its application.

ARIX Technologies

Energytech startup ARIX Technologies has developed a semiautonomous VENUS crawler robot to detect corrosion under insulation before it becomes a failure. The robots climb insulated piping in refineries, chemical plants and energy facilities to capture inspection data without removing insulation or building scaffolding. ARIX's inspection portal then turns information from the inspection into data a company can act on.

ARIX was founded in 2017 by Dianna Liu, who serves as director, and Head of Product Petter Wehlin. Craig Malloy serves as CEO. The company has raised more than $22 million in seed funding and a Series A round, according to its application.

Bairitone Health

Healthtech startup Bairitone Health is bringing anatomy imaging for sleep apnea to the home environment. The company's platform maps users' anatomy during natural sleep using a facial patch to determine the root cause of airway obstruction. It then offers effective therapies for each patient.

The company was founded in 2022 in the Texas Medical Center's Biodesign program by CEO Meagan Pitcher, CTO Onur Kilic and chief medical officer Britt Cross. It was a member of Activate Houston's inaugural cohort and has participated in numerous accelerators and incubators. The company raised an oversubscribed seed round for $2.4 million earlier this year and received Breakthrough Device Designation from the Food and Drug Administration in April.

FlowCellutions

Energytech startup FlowCellutions is developing a chemistry-agnostic diagnostics platform for flow and metal-air batteries supporting data centers and critical infrastructure. The platform is designed to help reduce operating costs, prevent failures and costly downtime, and extend battery lifetime from approximately seven years to more than 30 years. It has deployed four paid pilots and plans to take insights from the programs to develop its next-gen sensor platform technology.

CEO Becca Segel founded the company in 2022. It is a member of Greentown Labs, and Segel was a 2025 Activate Fellow. The company has raised over $2 million in non-dilutive funding and received a $1.5 million NSF SBIR Fast-Track award earlier this year.

ParaDocs Health

Healthtech startup ParaDocs Health is developing a clinical intelligence platform that helps doctors and care teams streamline administrative tasks and make better use of patient records. Its technology organizes fragmented clinical data into actionable insights, helping care teams identify gaps in care, assess patient risks and simplify documentation and reimbursement.

ParaDocs was founded in 2022 by CEO Dr. Dhini Nasution and CTO Dr. Omar Mohtar. The company participated in the TMCi Biodesign Program and raised a preseed round last year, according to its application.