Show Notes
Most founders think the endgame is IPO or bust. Todd Furniss built a company that offers a third door: sell to someone who keeps your entire team, hands leadership three to five year employment agreements, and then drops patented AI into your operations like a turbocharger into a truck that's been stuck in third gear for a decade.
Funding stage: Series A Plus. AIAI Holdings is publicly traded on the Nasdaq Global Market via direct listing, which puts it past every private stage on the board.
Todd is the CEO and co-founder of AI Squared, formally AIAI Holdings Corporation, publicly traded on the Nasdaq under the ticker AIAI since May 14, 2026. The model is deliciously simple to say and brutally hard to copy: buy real operating companies with real revenue and real EBITDA, retain the management teams, and deploy what Todd describes as Nobel-nominated Transformational AI to create new products, amplify earnings, and redefine what the business can become. No pilots. No rip and replace. No layoff bloodbath. Todd says nearly a billion dollars of EBITDA is sitting in the acquisition pipeline, and here's the kicker: AI Squared didn't cold-call a single one of those companies. They all came knocking.
In this conversation, Todd pulls back the curtain on why he listed in Dallas instead of New York, why a direct public offering democratizes AI upside for retail investors, why the scariest businesses are the best businesses, and why 600 years of economic history says the AI jobs panic has it exactly backwards. He also explains how behavioral psychometrics turned a construction company's bid estimator into a weapon, and why he told his kids the liberal arts just became the most valuable degree on campus.
Named Frameworks
The CURA Companies
Todd's filter for where AI creates the most value: Complex, Urgent, or Administrative businesses.
- →Complex: hundreds of variables, like routing every airplane to every gate for a major airline.
- →Urgent: time-critical logistics, like moving a human heart from Miami to New York in transplant time.
- →Administrative: massive data plus massive rule sets, like healthcare claims processing.
- →The thesis: where human capacity has capped growth, the delta of AI improvement is largest.
Own the Restaurant, Don't Make the Pasta
AI Squared's operating philosophy for every company it acquires.
- →Acquire the company, never micromanage operations.
- →Retain management with three to five year employment agreements.
- →Equip the existing team with the technology team and let them run.
- →Stability first, transformation second.
Value Laddering and Behavioral Psychometrics
How AI Squared turns human decision-making into a competitive weapon.
- →Every choice a person makes (cash vs. stock vs. charity vs. Ferrari) reveals their values.
- →Bid estimating is behavioral on both sides: the estimator prices risk personally, the buyer evaluates risk personally.
- →Encode that insight and you change how you compete in any procurement process, in any industry.
Disaggregate the EBITDA Drivers
The playbook for where to deploy AI first inside a newly acquired business.
- →First, learn exactly how value is created inside the acquired business model.
- →Find the biggest impact in the shortest time.
- →Deploy there first, expect "singles and doubles" within roughly 120 days of close.
The Infinite Elasticity of Capitalism
Todd's 600-year rebuttal to the AI jobs panic.
- →Every time technology, financial innovation, and low-cost energy braid together, job creation and GDP explode.
- →Todd traces it back to roughly 1400: shipbuilders were the tech bros of the 1500s, the Medicis' double-entry bookkeeping was the fintech breakthrough.
- →The jobs AI destroys are visible today; the jobs it creates don't have names yet.
Interested and Interesting
Todd's two-job rule for staying sharp as a professional.
- →Be interested: voracious curiosity, burrow into things, ask questions.
- →Be interesting: go do stuff, collect stories, come back with them.
- →Todd's proof: 13 AI-assisted songs across five genres, written for his wife, starting with zero musical ability.
Default to Urgency
The operating cadence behind AI Squared's speed.
- →Internal rule: respond to every email within four hours.
- →Target: acquire in 120 days or less, deploy technology in 120 days or less after closing.
- →At scale, two acquisitions per quarter.
Founder Experiment
Steal Todd's bid estimator insight for your own pipeline. Pull your last 20 proposals, quotes, or pitches. Sort them into three buckets: won, lost, and shouldn't have bid at all. Now ask an LLM to find the pattern in the third bucket. What do the no-chance bids have in common? Deal size, buyer type, timeline, language in the RFP? Then write one disqualifying rule you'll enforce for the next 90 days. Todd's construction company did this with $9 billion in historical bids. You can do a scrappy version with 20 and a Friday afternoon.
Glossary
EBITDA
Earnings before interest, taxes, depreciation, and amortization. The profit engine acquirers actually price.
Direct Public Offering (DPO)
Listing existing shares on an exchange without raising new capital. Shareholder to shareholder trading, no IPO roadshow.
Accretive acquisition
A purchase that immediately adds to earnings per share rather than diluting it.
Permanent capital
A holding structure with no forced exit clock, unlike PE funds with three to five year hold periods.
Psychometrics
The measurement of psychological traits through observed decisions and behavior.
Value laddering
A technique that reveals what someone truly prioritizes by forcing choices between options of equal face value.
Transformational AI
AIAI Holdings' exclusively licensed technology platform, spanning what Todd describes as roughly 180 branches of mathematics and science.
CURA
Todd's mnemonic for target companies: Complex, Urgent, or Administrative.
Agentic economy
An economy where autonomous AI agents transact, negotiate, and execute on behalf of businesses.
Trivium
The classical education pillars of grammar, rhetoric, and logic. How you express and structure thought.
Q&A: What Founders Ask After This Episode
What is AI Squared (AIAI Holdings Corporation)?
A Dallas-based, Nasdaq-listed (ticker AIAI) diversified holding company that acquires operating businesses, retains their management teams, and deploys exclusively licensed Transformational AI to grow revenue and EBITDA rather than cut jobs.
How is AI Squared different from private equity?
It is permanent capital. There is no three to five year exit clock, no fee stacking, and management teams receive multi-year employment agreements instead of pink slips.
What kinds of companies does AI Squared acquire?
CURA companies: complex, urgent, or administrative businesses where human capacity has capped growth, such as construction, logistics, and healthcare claims processing.
Does AI destroy more jobs than it creates?
Todd Furniss argues no, citing roughly 600 years of economic history: whenever technology, financial innovation, and low-cost energy converge, net job creation and GDP expand.
What is behavioral psychometrics in business?
Analyzing the values revealed by human decisions, like how an estimator prices risk in a bid, and encoding those insights into AI tools to win more competitive procurements.
Why did AI Squared list on Nasdaq in Dallas?
To democratize retail access to AI value creation through a direct public offering, and to support Dallas's rise as a capital markets center alongside new Goldman Sachs, Morgan Stanley, and JP Morgan expansions in Texas.
Five Founder Questions This Episode Answers
- →My revenue has plateaued and my team is maxed out. Is the ceiling my market, or my human capacity?
- →I want an exit, but I don't want a PE firm to gut my team. What are my alternatives?
- →How do I figure out where AI creates the most value in my business, fastest?
- →Should I fear AI eliminating my job or my industry, or is the historical record actually on my side?
- →How do I win more competitive bids and RFPs without lowering my price?
URLs Mentioned in the Episode
- AI Squared (AIAI Holdings)https://aiaiholdings.com
- Skull Gameshttps://skullgames.org
- AI for Foundershttps://aiforfounders.co
- Inbox Alchemyhttps://inboxalchemy.co
