Mapping AgTech Density
How innovation actually distributes across Australia, New Zealand, and the United States — and what it means for the software on your ranch.
A six-year audit of 84 product launches from the three biggest English-speaking agricultural markets
Read the interactive article on my website
See a list of data sources
I had a hunch going into this. The hunch was: Australia and New Zealand are punching well above their weight in AgTech product development — not just in headline-grabbing raises, but in actual launches, per unit of agricultural economy. And I suspected the gap was large enough to matter for how ranch operators in the US should think about the tools hitting their inbox.
So I put Hyperagent to work cataloguing 84 notable AgTech product launches across the three countries from January 2020 through May 2026. Software and hardware. Ten product categories. Every entry traced to a dated source. Then I normalized the counts against farm count, agricultural GDP, and population.
The hunch was right. But the scale of it surprised me.
The raw numbers tell you almost nothing
If you’ve read AgTech press over the last six years, you’ve already noticed the antipodean drift. Halter — the New Zealand virtual-fencing startup — raised at progressively eye-watering valuations and crossed the Tasman into Australia, then into the United States. AgriWebb went from Sydney to ranches in Wyoming. Robotics Plus, Onside, Cropsy, FarmIQ, Hectre — a steady drip of brands that, a decade ago, wouldn’t have shown up in a Montana rancher’s feed.
But here’s what the raw count looks like: Australia launched 26 products. New Zealand launched 30. The United States launched 28. Basically tied.
The story is that those numbers are almost meaningless. Australia and the United States have agricultural economies that differ by more than an order of magnitude. Calling it a tie in raw counts is like comparing Iceland’s startup output to California’s and concluding they’re peers. The interesting question is what happens when you adjust for the size of the market being innovated against.
Normalized for population, the picture flips entirely
Population is the bluntest denominator — it controls for nothing about agriculture specifically, but it shows you real innovation output relative to a country’s overall human capital.
New Zealand produced 5.61 notable AgTech launches per million people across the period. Australia produced 0.96. The United States produced 0.08.
Per capita, New Zealand is launching AgTech products at roughly 68 times the US rate. Australia at 12 times. Two countries that look identical in raw counts aren’t in the same conversation once you adjust for scale. New Zealand’s 5.35 million people are producing AgTech at a rate that, scaled to 340 million Americans, would imply nearly two thousand US launches over the same period. The US catalog has 28.
Three metrics, same answer
Population alone is a blunt instrument. So I ran two more cuts: launches per billion dollars of agricultural GDP, and launches per thousand farms. The story holds up across all three:
Per million people: New Zealand 68x US, Australia 12x US
Per billion dollars of ag GDP: New Zealand 21x US, Australia 4.5x US
Per thousand farms: New Zealand 43x US, Australia 20x US
Every normalization puts New Zealand decisively ahead. Australia consistently sits several multiples above the US. The ranking doesn’t change — only the magnitude does.
The farm-count problem (and why it doesn’t rescue the US)
The USDA defines a “farm” as any operation that sold at least $1,000 of agricultural products in a year. The 2022 Census of Agriculture counted roughly 1.9 million of them — and about 74% had sales under $50,000. That definition catches hobby farms, lifestyle blocks, the suburban acreage with a few head of cattle.
Australia and New Zealand count farms differently. Australia uses a $40,000 AUD threshold; New Zealand uses GST registration at $60,000 NZD. Strip the US smallholders out and run the per-farm comparison at the $500,000+ revenue threshold — the top 7.5% of US operations, the people who are actually running commercial agriculture — and the US still produces 0.196 launches per thousand farms. New Zealand produces 0.635. Australia produces 0.296.
Even at the most favorable adjustment to the US figures, the structural gap doesn’t close.
What about US under-reporting?
The fairest objection to this analysis: US AgTech launches are probably undercounted relative to Australian and New Zealand ones. The US market is more fragmented, the press is more diffuse, and a launch that generates its own story in Beef Central might surface only as a paragraph in a corporate quarterly stateside.
The research process tried to compensate — pulling from PRNewswire, BusinessWire, and AgFunder rather than relying on general tech press. The honest estimate is that targeted searches recovered somewhere between 30 and 37 percent of the true population of US AgTech launches. If the real number is three times higher, the US per-capita rate is still under one-twentieth of New Zealand’s.
New Zealand is a structural outlier. That finding survives fairly aggressive corrections.
Each country solves a different agriculture problem
Counts are only half the story. The other half is what each country actually builds — and here the specialization is sharp.
Australia: supply chain and traceability
31% of Australian launches fall into this category, against 10% for New Zealand and zero for the United States. Companies like AgriDigital and MEQ Probe reflect Australia’s reliance on premium beef and lamb exports into markets — Japan, Korea, the EU — that pay specifically for documentation and origin assurance.
New Zealand: farm-management software
27% of NZ launches are whole-farm platforms or core operational tools — Onside, FarmIQ, Figured, Hectre, TracMap. This maps directly onto a dairy-dominated sector large enough to need software but small enough that the operator is often the user. Only 13% of NZ launches are pure hardware.
United States: robotics and sensing hardware
Those two categories make up 36% of US catalog entries — autonomous tractors, laser weeders, see-and-spray systems, drone scouting, satellite imagery. The US story is row-crop scale: thousands of acres of corn and soy, capital-intensive equipment, hardware that earns its keep through yield protection and labor displacement. There are zero US entries in supply chain and traceability. Zero in feed and ration.
Hardware versus software — and why hybrid wins
Australia tilts strongly toward pure software (54%). New Zealand has the highest share of hybrid hardware-plus-software products (33%) — the Halter shape, where the hardware is essentially useless without the analytics layer wrapped around it. The United States has the highest share of pure hardware (32%).
Hybrid products tend to be the most defensible business model: they bundle recurring software revenue onto a one-time hardware sale and create switching costs that pure-software competitors can’t match. New Zealand’s tilt toward hybrid may be the single most under-appreciated structural advantage in this data.
2021 was the high-water mark
The catalog shows a sharp drop-off after 2022. Australia logged 10 launches in 2020, 8 in 2021, and only 3 in 2023. The US went from 13 in 2021 to a single verified launch in 2023.
Two things are probably true simultaneously. First, there was real cooling — the 2021–2022 AgTech funding spike pulled forward launches that would otherwise have come later, the venture market contracted sharply, and output slowed. Second, the 2024–2026 tail is probably undercounted — press archives take time to fully index. Treat the most recent two years with extra skepticism.
What this means if you’re a ranch operator
The country that built the software you’re evaluating matters — not as a nationalistic preference, but as a practical signal for what it was optimized to solve.
New Zealand-built whole-farm platforms were designed for dairy and pastoral systems. They’ll have feature priorities that reflect that — and the edge cases will show up in the places they weren’t designed for. Australian platforms were built for extensive beef and broadacre cropping. US platforms were built for corn-soybean rotations at row-crop scale. The taxonomy of which country dominates which category is a reasonable proxy for what each product was built to optimize for.
The finding here isn’t that New Zealand “wins” AgTech. The US has scale advantages that produce specific categories of product — autonomous equipment, large-acreage sensing, capital-intensive robotics — that small countries can’t match dollar-for-dollar. But agricultural software innovation is, right now, densely concentrated in two small countries that built ecosystems tightly coupled to a specific kind of agriculture. And the rest of the world is buying their software and shipping their hardware across the Pacific.
The next question is why. What produced this density — public R&D, sector concentration, buyer sophistication, regulatory structure? That’s a different analysis and a different post.
Research conducted via Hyperagent. 84 product launches catalogued across AgFunder News, ABC Rural, Stuff, AgWeb, Farm Journal, NZ Herald rural coverage, Farmers Weekly, and company press releases, January 2020 – May 2026. This is a targeted catalog, not an exhaustive census. US launches are likely undercounted due to press fragmentation.
If your information is scattered across spreadsheets, apps, and hard drives, it’s time to lean out your tech. I provide a structured Systems Audit to eliminate software bloat and build a digital foundation that actually works for your operation.
About the Author
This post was written by Walker Milhoan, founder of Milhoan Design. He spent fifteen years working ranches from Texas to Montana — day work, horseshoeing, sale barns — before building ranch management software twice and failing both times. Now he builds systems for working operations and writes about what he learns: ranching, web development, AI, data, design, and the culture of rural business. Sometimes those stories overlap. Sometimes they don't.