While everyone stares at humanoids hunting for “the next great company,” a name that’s already earning embodied-AI money — with a textbook business model — sits quietly under a “farm equipment” label: John Deere.

I know “ag-equipment stock” sounds deeply unsexy. But look at what it’s doing: essentially a running-in-the-field, already-billing embodied AI — replicating the exact “quality compounder” model that makes value investors drool over Intuitive Surgical.

It’s already charging by the acre

Deere’s See & Spray uses cameras plus onboard compute to identify weeds plant-by-plant and fire individual nozzles at 15 mph. Not a demo: it already covers more than 5 million acres, cutting herbicide use by an average of 59%.

This is perception–decision–action running in the real physical world, already generating ROI. And Deere is turning it into an “Apple/ISRG model for agriculture”:

• Outcome-based pricing: an “Application Savings Guarantee” — farmers pay per acre, and only when the savings are quantifiable. That slashes adoption friction.
• Data flywheel: every connected machine is a data node in its Operations Center — sharper and stickier the more it runs. That’s how switching cost grows.
• Recurring-revenue shift: an explicit target of 10% recurring revenue by 2030, with precision-ag already its largest segment (~37% of latest-year revenue).

See it? Installed base + data flywheel + high switching cost + recurring revenue — that’s the same species as ISRG’s razor/blade.

“Premium but justified” — bought the same way as ISRG

Deere’s forward P/E is ~30–34x, above the ~21x of traditional ag-equipment peers. Sound familiar?

That premium prices the shift from “selling iron” to “selling autonomous recurring revenue” — just as the market once paid up for ISRG’s razor/blade. The risks, stated plainly: agriculture is cyclical, and a 2026 downturn in farm income pressures equipment capex; recurring revenue is still a small share, the transition early.

So you buy it the way you buy ISRG: pay a fair price for quality, add in cyclical troughs (especially ag downturns), hold long-term — not chase, and not dismiss it just because of the word “farm.”

The best quality compounder in embodied AI may be hiding in a company you never thought of as a “robot stock.” The fame is in humanoids; the cash flow and the data flywheel are in the field.

Beyond Deere, what other names are “really earning embodied-AI money under a traditional-industry label”? Add them below.

(Independent industry and educational research, not investment advice. Companies named are illustrative examples, not recommendations. Data is from public sources and may change. The author and affiliates may hold positions in securities mentioned.)

— Adapted from Embodied Intelligence Investing, Deep Dive XVI: Already-Earning Embodied AI

#Deere #PrecisionAg #EmbodiedAI