AI-Powered Agricultural Optimization and Planting Decisions

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AI-Powered Agricultural Optimization and Planting Decisions

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FarmWorks is a Kenyan agtech startup that provides smallholder farmers with access to farm inputs, market connections, and AI-powered agricultural advisory services. Founded in 2020 by Yi Li and Peter Muthee, FarmWorks runs an out-grower scheme that brings together more than 2,000 smallholder farmers across central Kenya, with 16 collection centers. The company uses AI to enhance production decisions and influence planting and lending decisions for its network of farmers. FarmWorks deploys data analytics to help farmers determine what to plant, when to plant, and how to optimize yields. The AI system analyzes soil conditions, weather patterns, and market demand to provide personalized farming recommendations. FarmWorks teaches farmers good agricultural practices, demonstrated on its own trial farms which have been converted from full-scale crop production into training centers. The startup supplies farmers with farm inputs and pest control services, buys their produce for export or local sales, and provides farming equipment like drip irrigation kits on loan. FarmWorks is transforming what smallholder farmers grow and their income by introducing higher value crops like sugar snaps and snow peas, while operating vertically integrated from production to distribution. The company sells about 400 tons of farm produce per month. Agriculture accounts for 20% of Kenya GDP and employs 70% of people in rural areas, but small-scale farmers face challenges including lack of quality farm inputs, limited information on good agricultural practices, inadequate advisory support, and unreliable markets. FarmWorks addresses these gaps through its AI-driven platform that helps boost farmer capacity and agricultural productivity across its contract farming network.