Making the physical world programmable.

Making the physical world programmable.

Software made information programmable. Now AI is giving machines and physical systems the ability to sense, adapt and act.

Software made information programmable. Now AI is giving machines and physical systems the ability to sense, adapt and act.

WITH OPERATING EXPERIENCE ACROSS

W/ OPERATING EXP. ACROSS

W/ OPERATING EXP. ACROSS

  • APPLIED ATOMICS • AMERICAN NUCLEAR SOCIETY • MCJ • THE ENGINE • TECHSTARS • SLACK AI •. YC-BACKED STARTUPS •

01 / WHAT'S CHANGING

A new generation of physical companies is becoming possible.

A new generation of physical companies is becoming possible.

Machines are becoming more capable, manufacturing more flexible, and physical systems more observable and controllable. Small teams can increasingly command capabilities that once required much larger organizations. This changes what can be built, who can build it, and how quickly physical companies can move.

02 / IN THE LAB

LATEST SIGNALS

LATEST SIGNALS

DEPLOYMENT

REAL-WORLD ACCESS

How do early physical-AI companies get into real operating environments quickly enough to learn what actually works?

STATUS
Exploring

LAST UPDATED
Oct 2026

MANUFACTURING

BUILD VS BUY

What should a physical company build itself, what should it entrust to a manufacturing partner, and when does that boundary change?

STATUS
Exploring

LAST UPDATED
Sep 2026

ORGANIZATION

THE IRREDUCIBLE OPERATOR

What remains uniquely valuable about an operator as AI absorbs more of the work historically called operations?

STATUS
Exploring

LAST UPDATED
Oct 2026

03 / EXPLORE BEAM