Est. 2026 · Dallas, Texas

One Private Equity

We back the builders who see the window.

AI-native. Operator-led. Skin in the game.

The Pattern

Every Era Has Its Sears

Incumbents always think they're safe. They never are. The pattern repeats — and the window is open right now.

RETAIL · 1994–2000

Sears → Amazon

The largest retailer in America owned the catalog, the stores, the logistics. They had every advantage — except the willingness to cannibalize themselves.

ENTERTAINMENT · 1997–2010

Blockbuster → Netflix

9,000 stores. $6 billion in revenue. They laughed Reed Hastings out of the room. The late fees alone should have told them their customers were looking for the exit.

PHOTOGRAPHY · 2007–2012

Kodak → iPhone

Kodak invented the digital camera in 1975. Then buried it to protect film revenue. The thing that killed them was born in their own lab.

TRANSPORTATION · 2009–2015

Taxis → Uber

Medallion systems, dispatch monopolies, zero accountability. One app and a GPS signal dismantled a century-old cartel in five years.

EVERYTHING · NOW

Big Tech → AI-Native Startups

Post-founder leadership. Committee decision-making. Innovation theater. The biggest companies in the world are showing the same symptoms as every incumbent before them. The window is open.

THIS IS WHERE WE INVEST →
Our Thesis

AI Is Not a Feature.
It's a New Means of Production.

Internet changed distribution.
AI changes production.

The internet let you reach everyone. AI lets you build what used to take 50 people with 5. That's not incremental — that's a structural shift in what's possible.

Previous disruptions took 10–15 years.
AI is moving in 2–3.

Amazon took a decade to overtake Sears. AI-native companies are outperforming incumbents in months. The compression of disruption timelines means the window is shorter — and more valuable.

Big Tech is the new incumbent.

Post-founder, committee-driven, slow. Google has 180,000 employees and still can't ship a clean AI product. The bureaucracy that protected them is now the thing that will sink them.

Most "AI companies" are wrappers.

GPT with a logo isn't a company. The real AI-native businesses couldn't exist without AI — it's the core of the product, not a feature bolted on. That's what we look for.

The window for AI-native founders is right now.
And it won't stay open long.

Investment Framework

The Sears Test™

Before we invest a dollar, every deal goes through three questions. All three must pass.

1

Is the incumbent showing Sears-like symptoms?

Post-founder leadership. Committee decision-making. Customer neglect. Innovation theater. If the incumbent is still hungry and founder-led, the window isn't open yet.

2

Is this founder showing Amazon-like hunger?

Speed. First-principles thinking. Skin in the game. Refuses to slow down for committees. We back founders who move like the building is on fire — because it is.

3

Is AI the catalog moment?

Does AI enable something the incumbent structurally can't do? Not "AI makes it slightly better" — but "this product is impossible without AI, and the incumbent can't build it without gutting their core business."

If all three pass → we invest and operate alongside the founder.

Investment Criteria

What We Look For

WE INVEST IN

  • AI-native, not AI-added — the business couldn't exist without AI
  • Disrupts an incumbent directly — clear Sears Test alignment
  • Founder-operator led — builders, not delegators
  • B2B SaaS or tech-enabled services
  • Pre-seed to Series A

WE AVOID

  • AI wrappers — GPT with a logo is not a company
  • Consumer social / entertainment
  • Companies that need AI to be 10x better before they work
  • Founders who want advice more than action
Why OPE

We Don't Advise.
We Operate.

20+

Years of operating experience. Not MBA theory — actual P&L ownership, actual turnarounds, actual exits.

$1B → $3.2B

Scaled Amazon's B2B vertical. Built the playbook for enterprise growth inside the machine.

6 Turnarounds

Six telecom turnarounds, one IPO. We know what broken looks like — and how to fix it.

Skin In

Equity or rev-share alignment. We eat what we kill. If you don't win, we don't win.

We don't just invest in AI-native companies — we build them. Our first platform is in stealth.

Read the full operator story at nathanone.com →
For Founders

Apply to Work With Us

We respond to every serious application within 48 hours.

For Investors

Co-Invest Alongside Our Thesis

We invest our own capital first. We selectively partner with accredited investors who share our conviction in the AI disruption thesis.

This is not an offer to sell or a solicitation of an offer to buy any securities. Any such offer would be made only through a formal offering document to accredited investors as defined by the SEC. One Private Equity reserves the right to decline any inquiry at its sole discretion.