Putting students and families at the center of strategy will optimize resources and improve academic outcomes. Photo via Getty Images

It’s no secret: K-12 public schools in the U.S. face major challenges. Resources are shrinking. Costs are climbing. Teachers are battling burnout. Student outcomes are declining.

There are many areas of concern.

Some difficulties are intangible, inescapable and made worse by crises like the COVID-19 pandemic. Some can be fixed or alleviated by wisely allocating resources. And others — like a lack of strategic focus — can be avoided altogether.

It’s this final area, strategic focus, that researchers Vikas Mittal (Rice Business) and Jihye Jung (UT-San Antonio) address in a groundbreaking study. According to Mittal and Jung, superintendents and principals misallocate vast amounts of time and resources trying to appease their many stakeholders — students, parents, teachers, board trustees, community leaders, state evaluators, college recruiters, potential employers, etc.

Instead, Mittal and Jung show, administrators need to put their entire focus on one key stakeholder — the “customer,” i.e. students and families.

It may sound strange to call students and families “customers” in the context of public education. After all, 5th-period Spanish isn’t like buying an iPhone or fast food. The classroom is not transactional. Students and caregivers are part of a broader relational context that most directly involves teachers and peers. And students are expected to contribute to that context.

But K-12 public funds are tied to enrollment and attendance numbers. This means the success or failure of a school or school district ultimately comes down to “customer” satisfaction.

Beware the Stakeholder Appeasement Trap

Here’s what happens when students and families become dissatisfied with their school:

As conditions deteriorate, families (who can afford to) may choose to homeschool or move their children to private or better-performing public schools. As a result, enrollment revenue decreases, which forces administrators to cut costs. Cut costs lead to worsened performance and lower satisfaction among students and families. Lower satisfaction leads to further enrollment loss, which leads to more cost-cutting. And so on. (Schools need about 500-600 students to break even.)

It’s a vicious downward spiral, and it’s not unusual for schools to become trapped in it. To avoid this vortex, administrators end up adopting a “spray and pray” or “adopt and hope” approach, pursuing various stakeholder agendas in hopes that one of them will be the key to institutional success. Group A wants stronger security. Group B wants improved internet access. Group C wants better facilities. Group D wants to expand athletics.

It’s an understandable impulse to make everyone happy. However, Mittal and Jung find that the “stakeholder appeasement” approach dilutes strategic focus, wastes resources and creates a bloat of ineffective initiatives.

Initiative bloat isn't a benign problem. The labor of implementing programs inevitably falls on teachers and frontline staff, which can result in mediocre performance and burnout. As initiatives multiple over time, communication lines become strained and, distracted by the administration's efforts to please everyone, teachers and frontline staff fail to satisfy students and families.

Pay Attention to Lift Potential

Using data from administrator interviews and more than 10,000 parent surveys, Mittal and Jung find that students and families only value a few strategic areas. By far the most important is family and community engagement, followed by academics and teachers. The least important, somewhat surprisingly, is extracurriculars like athletics programs.

The assumption that athletics would be high on the list of student and family priorities raises a crucial point in the study. Mittal and Jung note that it’s a serious error to assume that the more a strategic area is mentioned the more it drives customer value.

“Conflating the two — salience and lift potential — is the single biggest factor that can mislead strategy planning,” the researchers say.

A customer-focused strategy prioritizes lift potential — meaning it allocates budgets, people and time to the areas that have the highest capacity to increase customer value, as measured by customer satisfaction. If family and community engagement is the most important strategic area, then savvy administrators will invest in the “execution levers” that improve it.

For instance, Mittal and Jung find that allowing input on school policies is the most effective lever for demonstrating family and community engagement. Another important strategic area is improving the quality of teachers, and one of the most effective ways of doing this is to emphasize their academic qualifications.

Just as important as instituting effective customer-focused initiatives is de-emphasizing those that are ineffective. It can be a difficult process to stop and de-emphasize initiatives, however ineffective. But ultimately, the benefit is that teachers and frontline staff will be able to concentrate on the execution levers that matter.

This strategic transformation can’t happen overnight. Developing the framework will require a school district 18 to 24 months, Mittal and Jung estimate. Embedding it into practice can take an additional 12 to 18 months. For example, it would involve changing the way senior administrators, school principals and teachers are held accountable. Instead of emphasizing standardized test scores, which do not add to customer satisfaction, it’s more effective to concentrate on input factors that directly impact the quality of academics and learning.

To help schools develop and implement a customer-focused strategy, future research can focus on frameworks for guiding schools to maximize the areas of value that students and families care about most.

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This article originally ran on Rice Business Wisdom. For more, see Mittal and Jung, “Revitalizing educational institutions through customer focus.” Journal of the Academy of Marketing Science (2024): https://doi.org/10.1007/s11747-024-01007-y.

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London AI startup selects Houston for first U.S. office after $20M raise

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London-based AI firm Applied Computing has announced a $20 million Series A round and a new office in Houston.

The new Bayou City office is Applied Computing’s first in the United States and part of its North American expansion. The company is known for its Orbital AI platform, which is tailored for energy operations.

The funding round was led by Houston-based KBR Inc., with participation from San Francisco-based Databricks Ventures. KBR’s investment was first announced in March.

KBR and Applied Computing have also entered into a multi-year agreement to deliver exclusive AI products for the energy sector. KBR already has integrated Orbital into its INSITE 3.0 platform for energy projects, and is also using the product for ammonia production.

Applied Computing’s Orbital platform combines physics-grounded intelligence with models across chemical engineering, time-series forecasting and language, according to the company. The system analyzes sensor readings and can recognize a facility’s equipment constraints and operator activity. The platform can also allow technicians to run simulations of how a change to a facility could affect the rest of its operations.

According to TechCrunch, Applied Computing will use the $20 million to further explore projects and deployments with the energy sector, hire engineering and research positions, and continue to expand internationally, potentially into the Middle East.

The company is also working on deals with a major U.S. stream operator, TechCrunch reports. And Applied Computing shared on LinkedIn that it plans to announce its first partnership with a major European oil company in the coming weeks.

“Yesterday we showed Orbital live in deployments at our demo day at the Energy Institute in London,” Callum Adamson, CEO and co-founder of Applied Computing, posted on LinkedIn on July 16. “Today, we're announcing the capital to scale it globally as well as the launch of our new offices in Houston and Bangalore. In the weeks following, there will be more announcements on our progress, partnerships and deployments.”

The company opened its Bangalore offices in December.

Texas is no longer America's No. 1 most financially distressed state

Report Rebound

After spending an unfortunate year as the No. 1 state with the most people in financial distress, Texas has slightly recovered. But the Lone Star State isn't out of the woods yet: it's still among the five most financially distressed states in America for 2026.

According to WalletHub's 2026 report, Texas sits in the No. 4 spot this year, while Kansas, Louisiana, and Florida moved up to become the top three states with the most financially distressed residents.

The personal finance website's experts compared all 50 states based on residents' average credit scores, the share of people with "accounts in distress" (meaning an account that's in forbearance or has deferred payments), the one-year change in bankruptcy filings from March 2025, and search interest indexes for "debt" and "loans."

Despite improving in the overall ranking, the study found Texas has had the fourth-biggest spike in bankruptcy filings nationally from March 2025 to March 2026. Texas residents also have the 10th worst average credit scores in the country, according to the findings.

This is how Texas ranked across the study's six key dimensions, where No. 1 means "most distressed:"

  • No. 4 – Change in bankruptcy filings from March 2024 to March 2025 rank
  • No. 5 – Average number of accounts in distress rank
  • No. 8 – "Loans" search interest index rank
  • No. 8 – People with accounts in distress rank
  • No. 12 – Credit score rank
  • No. 13 – “Debt” search interest index rank

It feels like inflation and affordability have been top-of-mind for many Americans over recent years, and uncertainty around the national economy also adds another level of distress. That's especially true for Houston residents, which were dubbed the second most financially distressed people in America earlier in 2026.

"Americans have faced significant financial challenges in recent years, as inflation, shifting unemployment levels, public health emergencies, and natural disasters have made it more difficult for many households to stay on top of their bills," the report said.

The top three states that have the least financially distressed residents are Maine (No. 50), Rhode Island (No. 49), and Hawaii (No. 48).

The top 10 most financially distressed states in America for 2026 are:

  • No. 1 – Kansas
  • No. 2 – Lousiana
  • No. 3 – Florida
  • No. 4 – Texas
  • No. 5 – South Carolina
  • No. 6 – Wyoming
  • No. 7 – Georgia
  • No. 8 – California
  • No. 9 – North Carolina
  • No. 10 – Kentucky
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A version of this article originally appeared on CultureMap.com.

European spacecraft developer expands to Houston with U.S. business, new lab

houston hq

European aerospace manufacturer The Exploration Company has established its first U.S. entity and named Space City as its headquarters.

The company announced earlier this month that it has launched TEC Federal to support U.S. government customers and agencies, and to scale The Exploration Company's engineering operations in the country.

Mark Kirasich serves as president of TEC Federal. Kirasich most recently served as the senior director of human spaceflight at Blue Origin after a nearly 40-year career at NASA.

The Exploration Company is developing the reusable Nyx space vehicle. Nyx is designed to take off from any heavy launcher in the world. It will then dock at space stations, retrieve up to 3,000 kilograms of cargo, splash down and return the cargo to Earth. The company aims to make Nyx fully reusable for up to 10 missions, making it a more affordable and sustainable option for aerospace missions.

The Exploration Company completed a successful drop test of the spacecraft in May in the Mojave Desert. The company says Nyx is slated to perform its first flight demonstration in 2028.

In addition to launching the Houston business, The Exploration Company also opened its new Rapid Innovation Lab near Houston's NASA Johnson Space Center on Space Park Drive.

The Exploration Company opened its Rapid Innovation Lab earlier this month. Photo via LinkedIn

The Rapid Innovation Lab features a full-scale mockup of the future Nyx crew capsule as well as ongoing development and testing of the Nyx cargo capsule, according to the company.

The Exploration Company says the new lab will allow its engineers, designers, and operators to prototype and test crew interfaces. It will also support partnerships with NASA personnel and astronauts.

“Houston gives us direct access to the people and expertise that have built and operated human spaceflight systems for decades. We’re excited to invest and expand around that— engineers, operators, and astronauts working together and moving quickly towards building a crew capsule.” Hélène Huby, founder and CEO of The Exploration Company, said in a blog post.

According to The Houston Chronicle, The Exploration Company has about 30 employees in the Houston area.

The company was founded in 2021 by Huby, a French rocket scientist, and has raised more than $350 million in venture capital. It operates out of Germany, France, Luxembourg, Spain and Italy, with offices in the U.S. and the United Arab Emirates. It is also developing a reusable, high-thrust rocket engine known as Storm.