How this Houston edtech startup's acquisition is primed to further advance platform reach, impact

HOUSTON INNOVATORS PODCAST EPISODE 200

Allie Danziger joins the Houston Innovators Podcast to discuss her edtech startup Ampersand's exit. Photo courtesy of Ampersand

For the second time in less than six years, Houston entrepreneur Allie Danziger has navigated a company through an exit. But, with the two exists under her belt, Danziger says the two transactions could not be any more different.

Danziger founded Integrate Agency, a digital-focused public relations firm, in 2009 and sold it to another marketing and PR firm based in Austin in 2018. She founded her next company, Ampersand Professionals, in 2020 to address the challenges for upskilling young professionals to prepare them for success in the workplace — something employers really wanted, but struggled to do consistently.

Last month, Ampersand was acquired by Ascent Funding, a college loan provider that's building out a platform to support its college-aged borrowers. In this week's episode of the Houston Innovators Podcast, Danziger shares how this opportunity came about and looks back on these two pivotal deals.

"Integrate definitely was not built to sell — I didn't even know that people sold businesses when I was 24 (and started the agency," Danziger, who worked in PR her entire career at that time, says, adding that she thought she'd work at the company her whole life before passing it down to her children. "It ended up being a life-changing experience and opportunity because it did open my eyes up to other other things that I could do professionally — and also just kind of like the way that businesses are structured and run."

One of those things she considered post acquisition was upskilling entry-level employees. At Integrate, she hired a lot of interns and recent college graduates. She recognized there was a gap in the market. The first problem she identified was the need to match interns to positions at companies in an optimized way. While that's how the company started, it pivoted as Danziger says she saw the bigger need not for finding interns, but for making sure they were ready for their positions from the start.

"Most business leaders need their interns and entry-level employees starting day one with an understanding of how to communicate, and they don't really have the resources to teach them some of these skills," she explains.

Once the Ampersand platform, which has tons of resources and hours of instruction loaded on it, the challenge was finding the stakeholders that wanted the platform to exist — her potential customers. Was it the colleges or the employers? Through this journey, she realized that college loan lenders are part of that equation too.

"The lenders — the ones who are giving the student loans — they're the ones who really need them to be successful in the workplace," Danziger explains, saying the success of their loan recipients ensures a timely payout for the lender. "Their business model is predicated on students being successful, and I'd always known that, but not quite known what to do with that knowledge."

Danziger says the idea for acquisition, while always in the back of her mind, really became a possibility when she went out to raise funding.

"You're always raising money, and you're always for sale," Danziger says of the startup journey.

When a potential investor raised the idea of being a potential acquirer, Danziger says she started doing some soul searching. The right acquisition deal could help her address the milestones she wanted to reach with investment funding — growing her team, expanding her technology, and broadening reach. Through a diligent process, Danziger decided on Ascent from a few other potential acquirers.

"I'm not going anywhere. I want to still keep solving this problem, but with a larger team and larger resources," she says. "Either I could go find that myself, or I could join forces we could join forces with an established organization."

Danziger says her role at Ascent is still being constructed in terms of scope and responsibilities, but her title as of now is senior vice president and general manager of student success. She will lead the company's educational program that focuses on equipping students with skills from education to employment.

She shares more on the acquisition process — including her advice to startups thinking about the M&A path. Listen to the interview here — or wherever you stream your podcasts — and subscribe for weekly episodes.

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This week's innovators to know are Allie Danziger, Sylvia Kampshoff, and Brittany Barreto. Courtesy photos

3 female Houston innovators to know this week

Who's who

This one's for the ladies. InnovationMap's weekly roundup of innovators to know features three female founders — one is offering her advice on crisis communications, one is innovating the at-home workout, and one is planning on making Houston a city for femtech.

Allie Danziger, founder and president of Integrate Agency

Photo courtesy of Integrate

Now more than ever your company's message is extremely important, says communications expert Allie Danziger, and she and her company, Integrate Agency are focused on helping businesses at this trying time.

"Practicing what we preach, we understand that as communication experts, it is our mission and responsibility during this time to help our local business community," writes Danziger in her guest column. "We are putting our money where our mouth is and for the last week have been offering free communication and marketing consultation to any business in need."

Click here to read the rest of Danziger's column.

Sylvia Kampshoff, founder of Kanthaka

Photo courtesy of Kanthaka

Big-box gyms have the potential of being a breeding ground for the coronavirus, but smaller studios aren't immune from the disease's consequences either. While most fitness spots have closed to prevent the spread of COVID-19, Houston-based Kanthaka has been using tech to enable at-home exercise before it was the only option.

That's why the app's founder Sylvia Kampshoff says she saw a huge spike in numbers last week as things began to close. Kanthaka allows users to book personal training sessions to their home. The one-on-one interaction has become really popular in this time of social distancing, and Kampshoff say soon the app will go even further in their efforts allowing its personal trainers to give virtual one-on-one training.

Click here to read more about Kanthaka's latest initiatives.

Brittany Barreto, venture associate at Capital Factory

Photo courtesy of Brittany Barreto

Brittany Barreto is passionate about femtech, helping entrepreneurs, and, despite being from the Northeast, Houston. Barreto joined the Houston Innovators Podcast this week to discuss her passions and her use to the Houston innovation ecosystem as a former founder herself.

"I actually think Houston needs to figure out how to capitalize on these recycled founders and how to get them in more mentorship and leadership positions," Barreto says on the podcast. "We're in Houston, Texas, and the second question out of everyone's mouths is, 'How can I help you?'"

Click here to stream the episode and read more about Barreto.

When faced with a crisis, it's essential to deliver clear, authentic messages to your target audiences. Getty Images

Houston entrepreneur shares communication tips for today's coronavirus environment

Guest column

The reality for business owners is that everything you say matters; your words are reverberated and felt throughout the company and all of your stakeholders.

During times of crisis, your voice is amplified to the max, and people listen to every word you have to say, which is why — if not completely thought-through — your voice can breed misinformation, confusion and stress. As we face the increasing uncertainty in our community due to the spread of COVID-19, it's critical for business owners to say the right things, to the right people, that will inform and motivate, and use their presence and organization to be leaders within the community.

Practicing what we preach, we understand that as communication experts, it is our mission and responsibility during this time to help our local business community. We are putting our money where our mouth is and for the last week have been offering free communication and marketing consultation to any business in need.

So, what is top of mind to our team right now, as we work with these businesses? Besides following recommendations from the U.S. Center for Disease Control and Prevention to curb the virus's spread, companies should actively be communicating to all stakeholders about the impact COVID-19 is having or could have on operations. Here are a few dos and don'ts to get you started.

Offer valuable tips to prevent the spread of respiratory diseases, but we all know to wash our hands by now.

You have to make sure that you are communicating valuable information with internal and external stakeholders — but through your own authentic voice. Offer suggestions on how to "social distance" or use your service/product remotely.

Internal stakeholders need to understand what's hard facts, what's soft facts (opinions and feelings) and what's just hearsay. They need to understand clear expectations when working from home and employees need to feel safe, accommodated and heard. Externally, be sensitive to what your customers and the community at large are going through and update your business practices and communications accordingly.

Communication with customers can be in an email, but you can also connect through text, through an online chat, via infographics or memes on social media, or an "on-brand" (and possibly witty!) reminder on what social distance may mean.

Don't stay silent — even if you don't know everything.

Don't let others control your company's narrative. As humans, we naturally fill in gaps in communication to understand what's going on around us. Rather than letting people assume information about your business, get in front of the conversation and share real-time updates as you adjust business-as-usual.

Consider alternative ways to reach external audiences and vice versa.

What happens if the majority of your customer acquisition model is door-to-door and no one wants to open the door to a stranger, or you have a centralized call center to handle customer service complaints, but these employees are now all working from home? Now is the time to reconsider how you'll engage with your audiences and win customers.

We recommend a significant shift to digital acquisition as people are going to be spending more and more time online in the coming weeks from home and there is a ripe opportunity to stay top of mind through targeted display campaigns and send interested customers to your website.

Create a proactive plan for shut downs.

Coronavirus is still an emerging, rapidly evolving situation and we have no idea what could happen but create contingency plans and have a crisis comms plan ready to deploy. Think through possible scenarios (closures, supply limitations, employee diagnosis, etc.) and have social media posts, email blasts and internal messaging ready to deploy should worst case scenario occur.

What your business says is just as important as who says it.

A spokesperson is your organization's mouthpiece. Choosing the right person is just as important as saying the right thing. Without the right person to speak on behalf of your organization, your message could be lost — or worse, they choke.

Your spokesperson should be credible, empathetic and authoritative.


Bottom line: When faced with a crisis, it's essential to deliver clear, authentic messages to your target audiences, stay true to your brand voice and position yourself as a leader – both internally and externally. Your company will thank you later.

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Allie Danziger is the founder and president of Houston-based Integrate Agency, which focuses on digital marketing and public relations.

From rethinking dry cleaning or marketing to flipping the script on pop culture events, here's who to know this week in Houston innovation. Courtesy Photos

3 Houston innovators to know this week

Who's Who

This week's batch of Houston innovators to know are all rethinking the way things are being done, from dry cleaning and marketing to pop culture events. Scroll through to see who's who in Houston innovation this week.

Safir Ali, founder and CEO of Hamper

Safir Ali leads Houston-based Hamper, which won the Rockets and BBVA Compass' LaunchPad competition. Courtesy of Hamper

It's a good week for Safir Ali, who's company just won a startup competition put on by the Houston Rockets and BBVA Compass. Hamper, his company, makes dry cleaning more convenient for customers with pick up and delivery. His parents run a dry cleaning shop and he always thought it was a bit antiquated.

"I had this 'aha' moment in 2016," Safir says. "I had graduated from Texas A&M in 2014 and was working a corporate job and the last thing on my mind was joining the family business. But I started to see all the pain points for people in dry cleaning." Learn more about Hamper here.

Allie Danziger, founder and president of Integrate Agency

When it comes to setting up a marketing budget for your startup, considering every angle is important, says Allie Danziger of Integrate Agency. Getty Images

Allie Danziger has been focused on digital marketing since before it was cool. The entrepreneur created her Houston agency 10 years ago and has been growing ever since. She wrote a guest column for InnovationMap last week about how startups and small businesses should decide on how much to spend on marketing.

"Industry research suggests spending 5 percent to 12 percent of total revenue on an annual marketing budget," she writes. "At Integrate Agency, we believe marketing spend should be determined from key data points, versus current size." Click here to read the rest of the article.

Michael Heckman, Comicpalooza president and senior vice president at Houston First

Michael Heckman shares about some exciting new aspects of Houston's 11th annual Comicpalooza. Courtesy of Houston First

It's safe to say that Michael Heckman has had a busy weekend. The 11th annual Comicpalooza took over downtown Houston this past weekend, but just because one event is over, doesn't mean Heckman or his team at Houston First Corp. is slowing down.

"Our convention sales team looks to break another record this year," Heckman tells InnovationMap. "We have a lot of major events upcoming — from the college football playoff to the men's basketball Final Four, and we'll eventually pursue another Super Bowl."

Heckman says he has some big ideas for even an innovation-focused conference. Read the rest of the Q&A with Heckman here.

From the real estate needs of the innovation ecosystem to the most promising OTC startups, here are this week's trending stories. Shobeir Ansari/Getty Images

5 most popular innovation stories in Houston this week

What's trending

The annual Offshore Technology Conference has wrapped up, but not before the Rice Alliance named 10 promising startups — most of which have headquarters or operations in Houston. Now, Comicpalooza is taking over for what is expected to be a record year. These stories and more all trended on InnovationMap — here's what else trended.

Need more than just trending news on Fridays? Subscribe to our daily newsletter that sends fresh stories straight to your inboxes every morning.

Rice Alliance names the 10 most promising startups at Houston's Offshore Technology Conference

Startups from across the world pitched at the Rice Alliance Startup Roundup at the Offshore Technology Conference. Getty Images

Over 50 different startups from across the globe gathered at the Offshore Technology Conference for the fifth annual Rice Alliance Startup Roundup event. The full day of speed pitching and presentations, hosted by Rice Alliance Managing Director Brad Burke, took place at NRG Arena on Monday, May 6.

After interacting with all the various startups, the Rice Alliance's panel of experts voted on the 10 most promising startups. Half of the companies that were recognized are based in Houston — and even more have an office or some sort of operations in town. Here's which technologies the offshore oil and gas industry has its eye on. Read the full story here.

Comicpalooza expects another record year, says Houston First Corp. executive

Michael Heckman shares about some exciting new aspects of Houston's 11th annual Comicpalooza. Courtesy of Houston First

Eleven years ago, Comicpalooza was a small event held out in Katy. Over the past few years, with the help of Houston First Corp., the three-day conference has grown to be so big, the 2019 programming will spill out of George R. Brown Convention Center and into Discovery Green, and attract over 50,000 attendees.

"These comic conventions used to just be for the hardcore pop culture fans. What we've attempted to do is make it so there's something for everyone," says Michael Heckman, Comicpalooza president and senior vice president at Houston First. "As a casual pop culture fan, there's a lot to see and do." Read the full story here.

Data Gumbo closes $6M round, Alice partners with accelerator, and more Houston innovation news

Blockchain-as-a-service company closes $6 million Series A round. Courtesy of Data Gumbo

Houston's innovation ecosystem has been busy, and the ongoing 50th anniversary of the Offshore Technology Conference has claimed a lot of attention in town lately. While I'm sure you've seen the big news pieces, like the Texas Medical Center's new details about TMC3 or WeWork's third Houston location, you may have missed some of these short stories. Read the full story here.

Houston expert shares her advice on how much startups should spend on marketing

When it comes to setting up a marketing budget for your startup, considering every angle is important. Getty Images

Industry research suggests spending 5 percent to 12 percent of total revenue on an annual marketing budget. At Integrate Agency, we believe marketing spend should be determined from key data points, versus current size. We shepherd our clients through a five-step process to calculate how much they should spend on marketing to maximize their ROI. Read the full story here.

Overheard: Panel of experts sums up the Houston innovation ecosystem's real estate needs

Houston's innovation ecosystem development is highly interconnected to the city's real estate industry. Shobeir Ansari/Getty Images

As the city and multiple entities strive to develop an innovation hub and ecosystem, real estate plays a huge role. Developing the physical space is one of the first steps to attracting companies, talent, and money to the Bayou City.

At Bisnow's annual Houston State of the Market event, five panelists heavily involved in the process of developing Houston's innovation ecosystem weighed in on the real estate needs of innovation development in Houston. Check out these powerful quotes said during the panel. Read the full story here.

When it comes to setting up a marketing budget for your startup, considering every angle is important. Getty Images

Houston expert shares her advice on how much startups should spend on marketing

Is the price right?

Industry research suggests spending 5 percent to 12 percent of total revenue on an annual marketing budget. At Integrate Agency, we believe marketing spend should be determined from key data points, versus current size. We shepherd our clients through a five-step process to calculate how much they should spend on marketing to maximize their ROI.

1. Know your goals

You can't manage what you can't measure. Before you start spending, you must first set SMART goals. Challenging, but realistic, short-term goals may include:

  • Sales/revenue growth
  • Customer count
  • Consumer ratings improvement

Integrate updated Delmar Systems' website with the goal of increasing traffic that would generate leads. By having a clear goal at the forefront, Integrate created a conversion-focused website and calculated an ROI for the company (including 631.9 percent increase in new visitors and 23.9 percent increase in qualified leads).

Your goals should set a strong baseline of expectations and establish clear guidelines for the budgeting strategies to reach those goals.

2. Know your data

You can only track your goals, and tweak your spend accordingly, if you have the specific data to tell you what's working and what isn't. Some of our favorite tools include:

  • Google Analytics for visitors, bounce rate, and time on site
  • Site Checker for SEO performance
  • Conductor for content efficacy
  • Sprout Social for social media metrics

One of our clients wanted to increase its qualified leads, but before we added more dollars to the equation, a full audit of the company's digital efforts uncovered significant spend inefficiencies. The data uncovered a new strategy that led to a full revamp of its PPC campaign. This helped them save $8,000 per month and led to a 63.9 percent year-over-year decrease in cost-per-click cost and 42.3 percent year-over-year increase in click through rate.

3. Know your audience

If you have a strong concept of your customer base, you'll know where, when, and how you can best connect with them.

To this end, we are hyper-aware of our clients' seasonality and when their audience is most likely to buy (and for B2B clients, when budget review season is) so we can target their marketing budget accordingly.

Six Flags Hurricane Harbor Splashtown operates on a seasonal basis, by its very nature. Each summer, Integrate focuses on a concentrated marketing approach and last year garnered over 540 million traditional media impressions in just four months.

This activity has ensured they're top-of-mind when it matters most, versus spending dollars when their customers are not considering this purchase.

4. Know your competition

Regardless of market share, it's important to keep up with what competitors are doing. We recommend beginning your competitor research with:

  • SEM Rush for SEO keyword research
  • Majestic SEO for linking statistics
  • Ahrefs for backlink strategy
  • Moz for rank tracking

When Escalante's sought to outmaneuver its competition with digital tactics, Integrate's competitive data revealed that none of its competitors in a specific neighborhood were being overly aggressive online.

By focusing on geo-targeting and ad scheduling to ensure ads displayed to the preferred audience at the right time, the restaurant has been able to capitalize on specific traffic without a large budget.

5. Know your capabilities

A question will often come up about in-house vs. outsourced marketing. In-house gives you maximum control. But, to be most effective with your spend (and often attune to the latest, best-in-class, industry techniques), you must fully commit to your marketing efforts, which an agency, or outside partner, can provide.

As one client — Arthritis Relief Centers — grew, their staff no longer had the time to devote to marketing. By making the decision to work with Integrate, the company had more time to devote to patient care. This led to an over 100 percent increase in clicks to digital ads and a 56 percent decrease in cost-per-click because the client trusted the agency's digital marketing expertise.

The biggest upside to outsourcing your marketing: letting your team focus on servicing customers and improving your products.

As we stated earlier, the experts tell you that your marketing spend should normally live between 5 and 12 percent of your gross revenue, but we believe your marketing budget, and the integrated mix of how that budget is implemented, should be tied to growth needs and goals.

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Allie Danziger is the founder and president of Houston-based Integrate Agency, which focuses on digital marketing and public relations.

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Houston's surge in new startups cools since pandemic peak, study shows

by the numbers

Startup activity in the Houston metro area has dipped since its pandemic peak, according to a new study.

Dating back to 2005, the volume of applications to form new businesses in the Houston area hit its highest level in 2021 (151,804). Since then, though, the application volume has fallen, according to the study, conducted by business debt collection agency The Kaplan Group. Here's the breakdown from the last few years:

  • Applications dropped to 130,011 in 2022
  • Climbed to 145,926 in 2023
  • Dropped again to 138,595 in 2024

Looking at the Houston area’s figures another way, the 2024 total surpassed the 2015-19 average by roughly 60 percent to 90 percent, the study shows.

Dallas-Fort Worth has seen similar startup declines (162,312 in 2021 vs. 153,378 in 2024), but the San Antonio metro area recorded higher application volume in 2023 and 2024 (37,412 and 35,798, respectively) than it did in 2021 (34,208).

The story is different in the Austin metro area. Application volume in 2023 and 2024 (53,200 and 59,190, respectively) exceeded the 2021 total (47,106).

The picture for startup activity in Texas’ four major metros deviates from the nationwide picture.

“America’s real viral trend is entrepreneurship,” says The Kaplan Group. “New business formations are reaching an all-time high across the country.”

In the U.S., per-month business formations soared 435 percent from 2004 (89,561) to 2025 (478,805), the study says.

Amid the growth of startup activity, business bankruptcies in the U.S. have plummeted almost 74 percent since 2004, according to The Kaplan Group.

“The country’s business scene has grown both more resilient and more ambitious in the past two decades,” the collection agency says.

12+ can't-miss Houston business and innovation events for September

where to be

Editor's note: Houston's business and innovation events are back in session. From the return of Houston Energy and Climate Startup Week to a send-off for an impactful innovation leader and several health conferences, here's what not to miss and how to register. Please note: this article may be updated to include additional event listings.

Sept. 5-7 — Houston Hackathon

Impact Hub Houston is bringing back the Houston Hacakthon this month, where developers of all skill sets can work together to propose solutions to some of the Bayou City’s most pressing issues. The event is focused on ideating, designing, and developing both policy-based and tech solutions to improve Houston.

This event starts Saturday, Sept. 5, at noon at the Ion. Register here.

Sept. 8 — Community Celebration: A Send-Off for Paul Cherukuri

Come out to the Ion to celebrate Paul Cherukuri, Rice’s first chief innovation officer, whose visionary leadership has left a lasting impact on Houston’s innovation ecosystem. Cherukuri is leaving the university to accept a position at the University of Virginia. Hear remarks from Cherukuri and enjoy a networking reception following the talk.

This event is Monday, Sept. 8, from 2:30-5:00 p.m. at the Ion. Register here

Sept. 11 — Houston Methodist Leadership Speaker Series – Dr. Evan Collins

The Houston Methodist Tech Hub at the Ion will host its recurring leadership speaker series, this time featuring Dr. Evan Collins, chief of the Houston Methodist Hand & Upper Extremity Center at Houston Methodist and the Houston Methodist Center for Innovation's first innovator-in-residency. Collins will present on the creative process of innovation.

This event is Thursday, Sept. 11, from 4:45-6 p.m. at the Ion. Register here.

Sept. 12 — Future of Space

The Greater Houston Partnership’s 2025 Future of Space event will feature a keynote address by Vanessa E. Wyche, acting associate administrator of NASA. In her new role, Wyche serves as NASA’s chief operating officer, leading more than 18,000 employees and overseeing an annual budget exceeding $25 billion. Discussions will highlight how Houston’s space ecosystem is driving economic growth, technological innovation and new opportunities across the region and the nation.

The event is Friday, Sept. 12, from noon-1:30 p.m. at the Royal Sonesta. Find more information here.

Sept. 15-19 — Houston Energy and Climate Startup Week

Houston Energy and Climate Startup Week returns for its second year, with panels, happy hours and pitch days focused on the energy transition. The week features major events, including the Energytech Nexus Pilotathon, the Rice Alliance Energy Tech Venture Forum, Halliburton Labs Finalists Pitch Day and many others. See a preview of the week on our sister site EnergyCapitalHTX.com and learn more in the event listings below.

This event starts Monday, Sept. 15. The Ion District will host many of the week's events. Find more information here.

Sept. 16 — Energytech Nexus Pilotathon

Grab breakfast and take in keynotes and panels by leaders from New Climate Ventures, V1 Climate, Halliburton, Energy Tech Nexus and many others during Houston Energy & Climate Week. Then hear pitches during the Pilotathon, which targets startups ready to implement pilot projects within six to 12 months.

This event is Tuesday, Sept. 16, from 8 a.m.-5 p.m. at GreenStreet. Get tickets here.

Sept. 16 — Meet the Activate Houston Cohort 2025 Fellows

Meet Activate's latest cohort, which was named this summer, and also learn more about its 2024 group during Houston Energy & Climate Week.

This event is Tuesday, Sept. 16, at 5 p.m. at the Ion. Register here.

Sept. 17 — Green ICU Conference: Sustainability in Health Care for a Healthier Future

Houston Methodist will host its inaugural Green ICU Conference during Houston Energy & Climate Week. The conference is designed to bring together healthcare professionals, industry leaders, policymakers and innovators to explore solutions for building a more sustainable healthcare system.

This event is Wednesday, Sept. 17. from 8 a.m.-3 p.m. at TMC Helix Park. Register here.

Sept. 18 — Rice Alliance Energy Tech Venture Forum

Hear from clean energy startups from nine countries and 19 states at the 22nd annual Energy Tech Venture Forum during Houston Energy & Climate Week. The 12 companies that were named to Class 5 of the Rice Alliance Clean Energy Accelerator will present during Demo Day to wrap up their 10-week program. Apart from pitches, this event will also host keynotes from Arjun Murti, partner of energy macro and policy at Veriten, and Susan Schofer, partner at HAX and chief science officer at SOSV. Panels will focus on corporate innovation and institutional venture capital.

This event is Thursday, Sept. 18, from 7:30 a.m.-5 p.m. at Rice University’s Jones Graduate School of Business. Register here.

Sept. 18 — ACCEL Year 3 Showcase

Celebrate Advancing Climatetech and Clean Energy Leaders Program, or ACCEL, an accelerator program for startups led by BIPOC and other underrepresented founders from Greentown Labs and Browning the Green Space. Two Houston companies and one from Austin are among the eight startups to be named to the 2025 group. Hear startup pitches from the cohort, and from Greentown's Head of Houston, Lawson Gow, CEO Georgina Campbell Flatter and others. This event is part of Houston Energy & Climate Week.

This event is Thursday, Sept. 18, from 5-8 p.m. at Greentown Labs. Get tickets here.

Sept. 19 — Halliburton Labs Finalists Pitch Day

Hear from Halliburton Labs' latest cohort of entrepreneurs during Houston Energy & Climate Week. The incubator aims to advance the companies’ commercialization with support from Halliburton's network, facilities and financing opportunities. Its latest cohort includes one company from Texas.

This event is Friday, Sept. 19, from 8 a.m.-noon at The Ion. Register here.

Sept. 21-25 — AI in Health Conference

The Ken Kennedy Institute at Rice University will present the fourth annual AI in Health Conference, which aims to bridge the gap between artificial intelligence and real-world health outcomes. The event will explore the current landscape of artificial intelligence in health and present a research-driven outlook for the future of computational health innovation.

This conference is from Tuesday, Sept. 23, to Wednesday, Sept. 24. Additional workshops will be offered on Monday, Sept. 22, and Thursday, Sept. 25. The events will be held at the BioScience Research Collaborative at Rice University. Find more information here.

Sept. 25 — Industrial AI Nexus Connect

InnovateEnergy and Industrial AI Nexus will host a talk by Matthew Alberts, manager of innovation and emerging technologies at Southern Company and author of "The Gen AI Manufacturing Revolution: Smarter Factories, Enhanced Products, and Reduced Costs." Alberts will present “The Gen AI Revolution," followed by happy hour and a complimentary book signing.

This event is Thursday, Sept. 25, from 5:30-7:30 p.m. at the Ion. Register here.

Texas is the 4th hardest working state in America, report finds

Ranking It

It's no secret that Texans are hardworking people. To align with the Labor Day holiday, a new WalletHub study asserts that the Lone Star State is one of the five most hardworking states in America for 2025.

The report ranked Texas the fourth most hardworking state this year, indicating that its residents are working harder than ever after the state fell into seventh place in 2024. Texas previously ranked No. 4 in 2019 and 2020, slipped into No. 5 in 2021 and 2022, then continued falling into sixth place in 2023. But now the state is making its way back to the top of the list.

WalletHub's analysts compared all 50 states based on "direct" and "indirect" work factors. The six "direct" work factors included each state's average workweek hours, employment rates, the share of households where no adults work, the share of workers leaving vacation time unused, and other data. The four "indirect" work factors consisted of workers' average commute times, the share of workers with multiple jobs, the annual volunteer hours per resident, and the average leisure time spent per day.

North Dakota landed on top as the most hardworking state in America for 2025 for another year in a row, earning a score of 66.17 points out of a possible 100. For comparison, Texas ranked No. 4 with 57.06 points. Alaska (No. 2), South Dakota (No. 3), and Hawaii (No. 5) round out the top five hardest working states.

Across the study's two main categories, Texas ranked No. 5 in the "direct" work factors ranking, and earned a respectable No. 18 rank for its "indirect" work factors.

Broken down further, Texans have the second-longest average workweek hours in America, and they have the 12th best average commute times. Texans have the 6th lowest amount of average leisure time spent per day, the report also found.

According to the study's findings, many Americans nationwide won't take the chance to not work as hard when presented with the opportunity. A 2024 Sorbet PTO report found 33 percent of Americans' paid time off was left unused in 2023.

"While leaving vacation time on the table may seem strange to some people, there are plenty of reasons why workers choose to do so," the report's author wrote. "Some fear that if they take time off they will look less dedicated to the job than other employees, risking a layoff. Others worry about falling behind on their work or are concerned that the normal workflow will not be able to function without them."

The top 10 hardest working states are:

  • No. 1 – North Dakota
  • No. 2 – Alaska
  • No. 3 – South Dakota
  • No. 4 – Texas
  • No. 5 – Hawaii
  • No. 6 – Virginia
  • No. 7 – New Hampshire
  • No. 8 – Wyoming
  • No. 9 – Maryland
  • No. 10 – Nebraska
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This story originally appeared on CultureMap.com.

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