How AI and Data are Weaving a New Future for Cotton

RIVERSIDE, Calif. – April 07, 2026 – A new partnership is set to tackle some of cotton farming’s most persistent challenges, merging advanced artificial intelligence with a robust data infrastructure to create more resilient crops and more efficient farms. FarmRaise, a data infrastructure provider, and Avalo, Inc., an AI-driven crop development company, have announced a collaboration to scale Avalo’s innovative cotton program, signaling a significant shift in how agricultural technology is deployed from the lab to the field.

The partnership aims to solve a fundamental problem in modern agriculture: how to gather and utilize vast amounts of field-level data without burying farmers and program managers in administrative tasks. By combining Avalo's genetic innovation with FarmRaise's streamlined data platform, the initiative promises to enhance crop yields, improve climate resilience, and reduce the operational burden on growers.

The Digital Backbone for a Modern Harvest

As agricultural programs grow more sophisticated, the ability to translate on-farm activities into structured, actionable data has become a critical bottleneck. Traditional methods of data collection are often manual, fragmented, and time-consuming, hindering the scalability of innovations that rely on real-world feedback.

FarmRaise provides the digital infrastructure designed to eliminate this friction. The company’s platform serves as a central nervous system for complex agricultural programs, standardizing how field-level and financial data are captured and organized. For the Avalo partnership, this means providing tools for everything from grower enrollment and on-farm data verification to performance tracking and reporting. This allows Avalo's team to focus on the science of crop improvement while the data flows in a consistent, auditable, and immediately usable format.

“Avalo represents a new wave of agricultural innovation where AI, agronomy, and real-world field data come together to drive measurable outcomes,” said Jayce Hafner, CEO of FarmRaise. “Our role is to make that model operational by enabling teams to run complex programs without adding friction for growers or staff.”

By automating reminders, simplifying data submission through mobile tools, and offering real-time visibility into program progress, FarmRaise ensures that the feedback loop between Avalo’s AI models and the performance of its cotton in the field is both rapid and reliable. This creates a powerful engine for continuous improvement, where insights from one growing season can quickly inform the genetic development for the next.

Breeding Smarter Cotton with Artificial Intelligence

At the heart of the collaboration is Avalo's groundbreaking approach to crop development. Based in Durham, North Carolina, the company utilizes a proprietary "Rapid Evolution Platform™" that employs interpretable machine learning (IML) to unlock the full genetic potential of plants. Unlike genetic modification (GMO), which involves inserting foreign DNA, Avalo’s technology accelerates traditional breeding methods.

The platform analyzes a plant's entire genome simultaneously, identifying complex combinations of genes that contribute to desirable traits like drought tolerance, heat resistance, and nutrient efficiency. This holistic view allows Avalo to discover promising genetic characteristics much faster than conventional breeding, which can be a slow and expensive process of trial and error. By focusing on non-GMO methods, the company also benefits from a more streamlined regulatory process and potentially wider market acceptance.

The first major application of this technology is a variety of cotton evolved to thrive in arid conditions, requiring no irrigation and significantly less fertilizer. Avalo is currently deploying these seeds with farmers in Texas, using the initial season to gather crucial performance data and refine its agronomic recommendations.

“We are excited to partner with FarmRaise for our Grower Program Administration, making it easier and more straightforward for our farmers to enroll while streamlining our data collection processes and reporting," said Rebecca White, Chief Product Officer of Avalo. "For a small team like ours, this is high impact; it allows us to stay focused on the relationship with each of our growers, and not their paperwork.”

Empowering the Grower From Paperwork to Precision

The partnership is anchored by a "Farmer First" philosophy, a principle that innovation should deliver value at the very beginning of the supply chain. For too long, technological advancements in agriculture have come with the hidden cost of increased complexity and administrative work for the grower. This initiative aims to reverse that trend.

By using the FarmRaise platform, farmers participating in Avalo's cotton program can easily enroll, submit required data through photos and simple forms, and track their progress without getting bogged down in paperwork. This ease of use is critical for encouraging participation and ensuring the high-quality data flow that Avalo’s AI models depend on.

The direct benefits for growers extend far beyond convenience. Avalo’s advanced seeds promise improved resilience against unpredictable weather, a growing concern amid climate change. For cotton growers in water-scarce regions like Texas, a variety that thrives without irrigation could be transformative, dramatically cutting input costs and mitigating the risk of crop failure during droughts. The data-informed agronomic practices that accompany the seeds provide farmers with precise guidance to optimize outcomes, moving them from reactive problem-solving to proactive, data-driven management.

Weaving a Sustainable Future for a Thirsty Crop

The environmental implications of this partnership are profound, particularly for a crop as resource-intensive as cotton. Globally, cotton cultivation accounts for a significant share of agricultural water and pesticide use. By developing varieties that require fewer inputs, Avalo and FarmRaise are directly addressing the industry's environmental footprint.

A cotton plant that needs no irrigation and less fertilizer not only conserves precious natural resources but also reduces the carbon emissions associated with pumping water and producing chemical inputs. Furthermore, the precision insights generated through the data platform can help minimize waste, ensuring that resources are applied only when and where they are needed. This contributes to improved soil health and protects local biodiversity from chemical runoff.

This model of verifiable, data-backed sustainability is increasingly valuable across the entire supply chain. As consumers and regulators demand greater transparency, apparel and textile brands are under pressure to prove the environmental credentials of their raw materials. The structured, auditable data generated through the FarmRaise platform provides the proof needed to substantiate sustainability claims, creating a clear and traceable link from a resilient, low-input cotton field to the end consumer. This initiative serves as a powerful template for how technology can align agricultural productivity with pressing environmental, social, and governance (ESG) goals.