Idealab.ai · Investor Preview

Confidential  ·  Investor preview for Idealab Arizona  ·  October 6, 2026
For most of his life, Bill Gross had a superpower.
He could look at a problem everyone else had learned to live with and see the company that should exist to solve it.

He built a life around that instinct.
For decades, Bill read obsessively. Newspapers. Scientific journals. Patents. Research papers. Not looking for trends.
Looking for problems worth falling in love with.

Then, a few months ago, he tried something that changed the way he thought about all of it. He gave AI roughly
0articles
and asked it to do what he had spent a lifetime learning to do.

Ten minutes later:
0company ideas
Not random startup prompts. Ideas Bill would have been proud to call his own.

Think about that for a second.
Sixty years of learning where to look.Sixty years of pattern recognition.Sixty years of knowing when a problem might become a company.
And suddenly, that ability could run at machine speed.

There were two ways to respond to that.

Protect the thing that had made him exceptional.Or give it to everyone.

Bill chose everyone.

So he opened the aperture. Academic papers. Patents. News. University research. Technologies waiting for a use. Problems waiting for someone to care enough to solve them.

The engine kept reading.Kept finding.Kept building.
0company ideas, each beginning with a problem in the real world
And he decided to give the ideas away. Free.

Because the biggest question of the AI era is not what machines will replace.

It is what people will be able to build because machines exist.

Idealab.ai is AI built to create entrepreneurs.
It finds the problems.It creates the companies.And through one agentic operating system, it helps those companies run.

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What happens when starting a company stops being the scarce part?

For the first time, the raw ingredients of entrepreneurship can be produced at a scale no human organization could reach on its own.

Problems can be found. Solutions can be imagined. Companies can be assembled. And the person who might have spent a lifetime wondering what should I build? can begin with something worth building.

The ambition is not to use AI to need fewer people.It is to help far more people become founders.

The ambition, in Bill's math

0companies sparked

0people each, someday

0people working on something that matters

“Not AI that replaces people. AI that makes more of them possible.”

Bill Gross
Founder & Executive Chairman

Spark it the engine Build it the table Run it autonomy

Spark it

The engine is not theoretical. It is already running.

It reads papers, patents and news, pulls the problem out of each one, and writes the company that could solve it. The ideas are given away free, as the top of the funnel. Built by a team of seven.

Stage 1 of 5

Every number above was produced by the engine itself, before a single dollar of this round.Source: Idealab.ai, July 2026

Three raw materials behind every great company.

Every source is parsed for exactly three kinds of signal. Ideas are born where they intersect, and each one carries an evidence-backed answer to the question every investor asks: why now?

OpportunityA problem, friction, delay, cost or complaint. Every unsolved problem is demand waiting for a solution.
EnablerA new capability crossing a threshold: a technology, a scientific result, a cost curve, a new material.
ShiftA change in the environment: a new regulation, a behavior change, an economic dislocation.

Example ventureSoftware

Records-retrieval automation for small law firms

Firms under ten people pay paralegals to do this by hand all day.

Paid by: Monthly seat license
Monday: Shadow one paralegal for an afternoon

OpportunityEnablerShiftTraced to 78 sources

From the Idealab.ai idea database

Build it

An idea is only the beginning.

Generating millions of companies is interesting. Making them possible is the business. Idealab.ai has mapped a company into 118 irreducible business functions, from demand validation and sales to finance, product, legal, people and governance. One orchestrator assigns that work to agents, humans, or both, with autonomy increasing as the technology improves.

The Periodic Table of Business Functions. Every company is a compound; these are its elements. Hover or tap any one.

Swipe the table sideways to see all 118 elements.

Tap any element to see what it does.

0functions already run at L4 or higher, where an agent handles the work end to end and a human audits. Switch to mid-2027 to see the table climb. Rows are the stage at which a function switches on, from the idea to the enterprise. Columns run from functions that automate readily on the left to judgment on the right, which never fully does.

Elements bond into molecules. Companies are built by composing molecules, not hiring departments.

Run it

Companies climb the autonomy ladder, and pay more at every step.

The same L0 to L5 scale the world already knows from self-driving cars. Drag the ladder.

L3Conditional

Growth tier

$15,000

per company, per year

$14,000 blended per company, per year, across the expected mix.

Every human intervention becomes training data, and is automated away. Customers climb the ladder, and revenue per company rises with the technology.

One machine. Three harvests.

A free core that brings founders in, a platform they pay to run on, and a portfolio of companies the engine launches itself.

Give

Always

1,000,000+ business ideas, given away. The gift lowers customer acquisition cost and opens partnerships with schools, cities and governments.

License

Right now

The platform, licensed to the 350M businesses that must adapt, and to every company the engine helps create. This pays for everything.

Own

As autonomy climbs

100,000 autonomous companies of Idealab.ai's own, launched from the engine. The portfolio at the end of the flywheel.

The gift drives adoption.
Adoption trains the OS.
The OS pays.
The portfolio is the prize.

Four revenue engines around a free core.

The ideas stay free forever. The business is everything a new company needs next.

Enterprise idea licensingThe engine runs on-prem inside Lilly-, 3M- and GM-scale R&D organizations, against their confidential IP.
The company OS platformStartups run their whole business on the Periodic Table, priced by autonomy tier. Universities license it as an entrepreneurship curriculum.
Internal autonomous companiesThousands of Idealab.ai's own ideas launched each year at roughly $3,000 per test. The winners compound into a portfolio of operating companies.
The $100M fundSeed checks to teams worldwide who pick an idea and build it, with equity upside in every winner.

This was impossible until now.

Idealab.ai's thesis, in three parts.

AI crossed a capability threshold. It can read enormous bodies of research, extract problems, and generate potential solutions at a scale that simply did not exist before.

At the same time, the cost of testing a business concept has collapsed, from a team and a year to days of work and roughly $3,000 of compute in Idealab.ai's model.

And that shift is arriving at the same moment companies and workers are confronting rapid automation. Idealab.ai's own framing is that the next phase becomes either a displacement story or an expansion of entrepreneurship.

In 2000, every business needed a website.In 2010, an app.In this era, autonomy.

Thirty years of company building, encoded into the engine.

Bill Gross · Founder & Executive Chairman

Founder of Idealab, the original company factory. More than 150 companies started and more than 50 IPOs and acquisitions. Caltech Board, where he chairs Tech Transfer.

The patterns common to the winners are written into the engine: a methodology no competitor can train on.

GoTo / Overture invented the paid-search auction, acquired by Yahoo for $1.6BCitySearcheSolarHeliogen

Vikas Tuteja

Chief of Staff & Head of Operations

Operations, finance and strategy for 25+ years. More than 10 with Bill.

Nathan Jones

Consulting Head of Engineering

Caltech, Tesla, Zoox, Rivian. Data scientist in agentic autonomy.

Andrea Pedretti

Chief Technology Officer

More than 10 years with Bill, with multiple exits and IPOs together.

Thomas Marban

Head of Internal Ideation

Twenty years with Bill across multiple companies. Internet business optimization and design.

VJ Anma

Consulting Head of Strategy

More than 10 years with Bill, across multiple companies and IPO exits.

Decades together, and patents pending across six families: the idea engine, the orchestration kernel, graduated autonomy, the Business Function Interface standard, the company compiler, and autonomy scoring.

Bill spent his life creating companies. AI suddenly made his rarest ability scalable. Instead of defending it, he turned it into infrastructure.

Raising $20M+ to build the agentic OS for business.

Use of funds

Enterprise sales

Go-to-market reps working a named list of the top 100 enterprise accounts.

Platform build-out

All 118 elements live, certified, and climbing the autonomy ladder.

The internal company factory

Thousands of launches a year at roughly $3,000 per test.

Fund commitment and universities

First close of the $100M fund, and the curriculum on 10+ campuses.

For Idealab Arizona investors

Bill presents Idealab.ai in person at the Welcome Back Dinner on October 6 at The Global Ambassador. Jonathan will walk you through how Idealab Arizona investors can take part.

Pending sign-off: terms, timing and how to commit

Schedule a one-on-one with Jonathan →