Agtech and Food Security: Which Business Models Attract Institutional Capital

Feeding a growing population on a warming planet, with less water, fewer workers and tighter margins, is one of the defining challenges of the coming decades. Agriculture technology should be an obvious place for capital.

Yet agtech has had a turbulent investment history. A funding boom around 2021 was followed by a sharp correction, and some of the most heavily funded companies, particularly in indoor farming, ran into serious trouble. Institutional investors have not left the sector, but they have become far more selective about which business models they back.

This guide explains what went wrong, which models attract serious capital today, and what founders and investors should focus on.

1. Why Agtech Is Hard

• Slow adoption cycles. Farmers often get one chance per season to test a new product, so proving value can take years.
• Thin customer margins. Many farmers operate on tight budgets and adopt only what clearly pays for itself.
• Fragmented markets. Crops, climates, regulations and farm sizes vary widely, limiting how quickly products scale.
• Physical risk. Weather, disease and commodity prices affect both customers and many agtech businesses directly.

2. What Went Wrong

The most visible failures came in capital-intensive indoor and vertical farming. Several high-profile companies, including AeroFarms and AppHarvest, filed for bankruptcy in 2023 after struggling with energy costs, construction expenses and produce prices that could not support their economics. Some alternative protein companies also faced slower consumer adoption than investors expected.

The common thread was businesses that needed large amounts of capital before proving that their unit economics worked. Our guide to the metrics investors actually underwrite explains why that matters.

3. Business Models Attracting Institutional Capital

• Farm software and precision agriculture that saves inputs such as water, fertiliser and chemicals, with a measurable return for the farmer within a season.
• Biologicals, such as biological crop protection and soil treatments, which respond to regulatory pressure and demand for lower-chemical farming.
• Animal health and productivity products and diagnostics with clear economic payback.
• Supply chain, traceability and food safety tools sold to retailers, processors and exporters, which often pay more readily than farmers.
• Financial services for farmers, including credit, insurance and payments, particularly in emerging markets.
• Water and resource efficiency solutions that overlap with climate and infrastructure investing.

4. What Institutional Investors Look For

• Proven payback for the customer, measured in the field, not only in trials.
• Asset-light models, or clear financing for assets through leasing or project finance. See our guide to equipment financing for hardware startups.
• Distribution partnerships with established agricultural input or equipment companies, which can accelerate adoption.
• A route to acquisition. Large agricultural companies have a history of buying technology companies, such as Deere's acquisition of Blue River Technology in 2017, making strategic M&A the most common exit.
• Non-dilutive support from grants and government programmes. See our guide to grants and government programmes.

5. Advice for Founders

• Lead with the farmer's economics. Show exactly how much your product saves or earns per hectare or per animal.
• Match your fundraising to the season. Plan runway around multiple growing cycles, not a single trial.
• Consider who pays. Retailers, processors and insurers may be easier customers than individual farmers.
• Avoid building expensive assets too early. Prove the model at small scale before committing to large facilities.

Frequently Asked Questions

Is agtech still attracting investment?

Yes, but more selectively than during the 2021 boom. Capital is concentrating in models with clear customer payback and lower capital intensity.

Why did vertical farming struggle?

High energy and construction costs, combined with produce prices that could not support those costs, made unit economics very difficult for several large companies.

How do agtech companies typically exit?

Most commonly through acquisition by agricultural input, equipment or food companies. Public listings are less common.

Do impact investors fund agtech?

Yes. Food security, emissions reduction and water efficiency align with many impact mandates, alongside financial return. See our analysis of where impact capital is going.

The Bottom Line

Agtech's challenges are real: slow adoption, thin margins and physical risk. But the need is enormous, and institutional capital continues to back businesses that prove clear customer payback without betting everything on expensive assets. For founders and investors alike, the lesson of the last cycle is to prove economics first and scale second.

Global Capital Network connects founders and investors across agriculture, food and climate through our events and investor network. Get in touch to learn more.

This article is general information, not investment advice.