People sometimes ask why we built Frogslayer in Bryan-College Station, Texas, instead of Austin, Dallas, or Houston — let alone the coasts. The honest answer is partly personal (this is where we wanted to live) and partly strategic. Twenty-one years in, I’m more confident than ever about the strategic part.
This is a point of view on why.
What “Texas middle market” actually means
When I say “Texas middle market,” I mean the businesses you’ve probably never heard of unless you live here:
- Industrial services firms in East Texas and the Permian
- Family-owned contractors and service businesses across DFW, San Antonio, the Gulf Coast
- Mid-cap PE-backed operating businesses sourcing deals from Texas-grown founders
- Family offices in Dallas and Houston running diversified operating businesses
- Professional services firms in the major metros and the secondary cities (Lubbock, Tyler, Beaumont, Bryan-College Station, Waco)
- Healthcare services groups across the state’s expanding metro areas
- Light manufacturers, logistics operators, and energy services firms
These are not glamorous businesses. They don’t make tech press. Many are second- or third-generation family ownership. Many are run by owners who don’t post on LinkedIn. They’re worth $5M to $100M in revenue (strongest in the $5M-$30M range), generating $1M to $10M of EBITDA, employing 25 to 500 people.
Texas has more of these businesses per capita than almost anywhere in the country. They are the operating fabric of one of the country’s largest economies. They are also where AI is going to do its most consequential work over the next decade.
Why Texas specifically
A few things make Texas middle-market businesses uniquely positioned.
Operating discipline. Texas owners run real businesses. They know their unit economics. They make decisions and execute. They don’t get distracted by hype cycles. When they decide to do AI, they do it the way they did ERP twenty years ago — methodically, with measurement, with patience.
Capital efficiency expectations. The cost of capital here has always felt real. Owners don’t burn money on tools that don’t pay for themselves. This is exactly the discipline AI investment needs.
The talent dynamic. Texas has the engineering and operations talent to do AI well, without the wage inflation of Silicon Valley. The team you’d need for serious AI work is recruitable here at sustainable cost.
The relationship density. Texas business culture runs on relationships. Owners introduce vendors to peers. Roundtables work. Word of mouth still matters. This favors operators who do good work over operators with the loudest marketing.
The PE and family-office concentration. Dallas and Houston are major centers of mid-market PE and family-office capital. The deal flow that activates portfolio AI programs runs through Texas more than most regions outside the coasts.
What’s specifically going to compound
Three things I’m watching.
The owner-led service business renaissance. The PE wave of 2020-2024 created a generation of professionalized mid-market service businesses. Today those are 3-7 years post-acquisition, with operating discipline maturing. The next leg of value creation is AI operating leverage. Texas has more of these businesses than almost any state.
The Texas-to-Texas customer dynamic. Texas businesses largely sell to other Texas businesses. The compounding flywheel — early-adopter customers becoming case studies, becoming references, generating referrals — works fast in a market this concentrated.
The owner generation transition. A meaningful portion of Texas middle-market businesses will change hands over the next 5-7 years through PE consolidation, family transitions, employee buyouts, and acquisitions. The businesses that have built AI capability by the time of transition will trade at materially better multiples than those that haven’t. This is a closing window with a specific timeline.
Where we fit
Frogslayer is positioned for this market specifically. We’re not trying to be a national consultancy with Texas offices. We’re a Texas firm serving Texas operators primarily, with selective work outside the state.
The reason this works:
- We can be in your office in Bryan, Tyler, Houston, Dallas, San Antonio, or Austin within hours
- We know your customers, your competitors, your peer group
- We speak the language of your kind of business
- We’re not flying out from Boston for a Tuesday meeting
The capability is the same as a top-tier coastal firm. The cultural fit is meaningfully better for a Texas operator. The price point is appropriately scaled.
What I’d push back on
Two adjacent claims I sometimes hear and don’t buy.
“Texas businesses are technology laggards.” No. They’re skeptical of unproven technology, which is different. Texas operators were early adopters of ERP, of CRM, of MES systems, of operational technology that produces measured ROI. They’re skeptical of buzzwords. They’re not skeptical of leverage. The framing of AI as “another wave to ride” doesn’t land here. The framing of AI as “specific operating leverage we can measure” lands very well.
“The action is in Austin.” Austin has real tech density and it’s an important market. But the operating businesses that are going to compound through AI are mostly not in Austin. They’re in Houston, Dallas, San Antonio, and the secondary cities. The Austin tech narrative is real, but it’s about a different category of business than the mid-market services firms we serve.
What this means for owners
If you’re a Texas mid-market operator reading this, three observations:
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You’re in a structurally advantaged position to do AI well. The discipline, the capital sensibility, the talent dynamics, and the relationship density all work in your favor.
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The window is real and it’s closing. The compounding curve favors starting now over starting next year. The competitor-versus-you dynamic is going to be visible within 18-24 months.
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You should be picky about partners. The capability you want exists here in Texas. You don’t need to import it from elsewhere. Pick a partner who actually operates the way Texas operators operate.
Where this is going
I’d hazard a specific prediction: by 2030, Texas middle-market businesses that adopted AI seriously in 2026-2027 will have materially outperformed their non-adopting peers in EBITDA growth, employee count growth, and acquisition outcomes. The gap will be visible in industry-level data.
Frogslayer’s job is to be the partner that’s in the room when those operators make that decision. We’ve been here twenty-one years. We plan to be here for the next twenty-one. The middle market is going to pay off, and we’re built to be there when it does.
— Ross