Artificial intelligence is making its way from research labs to farmland, and one of the biggest beneficiaries could be the global vegetable seed industry. Companies are beginning to use AI to identify the most promising seed varieties for different climates and growing conditions—an innovation that could reshape how farmers decide what to plant.
Traditionally, selecting the right vegetable seeds has been a lengthy process. Growers and seed companies relied on field trials, manual testing, and farmer feedback to determine which varieties could deliver strong yields under local conditions. But climate differences, soil types, and unpredictable weather make these decisions complex and time-consuming.
Now, AI is stepping in to streamline the process. Instead of relying solely on traditional trials, seed companies are using advanced data-driven models that can predict which seeds will thrive in a specific location. This technology can save valuable time between testing and the first harvest, while still incorporating on-the-ground expertise.
Two players leading this shift are Syngenta Vegetable Seeds and Heritable Agriculture, a new startup spun out of Alphabet’s innovation lab. Together, they are building AI systems that can recommend which seed varieties are best suited to growers across different regions. By combining Syngenta’s global seed portfolio with Heritable’s AI-powered analysis, the partnership aims to deliver precision seed recommendations with striking accuracy—sometimes down to a 10-by-10-meter plot.
Heritable Agriculture
Matthew Johnston, Global Head of Vegetable Seeds and Flowers at Syngenta, sees AI as a powerful tool for food production.
“Planting the right seed is important to a grower’s success. New technologies like AI can help us bring the best innovation to the field or greenhouse,” he explained.
Syngenta has already been experimenting with AI across its business. Beyond seed selection, the company has used artificial intelligence to support fertilizer and bio-stimulant development. More recently, it launched Cropwise AI, a chatbot designed to give growers tailored recommendations by analyzing crop and environmental data.
The ultimate goal of these innovations is to strengthen food security and help farmers adapt to the realities of a changing climate. By ensuring crops are more resilient, reliable, and affordable, AI in agriculture may become a key factor in feeding a growing global population.
