Harnessing Artificial Intelligence for Agricultural Transformation

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dc.creatorWorld Bank
dc.date2025-11-17T20:22:23Z
dc.date2025-11-17T20:22:23Z
dc.date2025-11-02
dc.date.accessioned2026-07-01T00:30:11Z
dc.descriptionThe global agrifood system stands at a critical inflection point. Climate shocks, rising input costs, fragile supply chains, and widening inequality are placing unprecedented pressure on food production and distribution. Small-scale producers (SSPs), who produce one-third of the world’s food, are especially vulnerable. Artificial Intelligence (AI) presents a timely and powerful tool to help reimagine agricultural transformation in ways that are more productive, sustainable, and inclusive. This report presents a comprehensive and development-oriented analysis of how AI can be responsibly deployed across agrifood systems, especially in low- and middle-income countries (LMICs). It moves beyond hype to deliver a grounded roadmap of applications, prerequisites, and investment priorities, while emphasizing ethical, inclusive, and scalable use.
dc.formatapplication/pdf
dc.formattext/plain
dc.identifierhttps://openknowledge.worldbank.org/entities/publication/945bb7ce-bf49-4ae2-bf2e-2c7a299539a0
dc.identifierhttps://hdl.handle.net/10986/43990
dc.identifier10.1596/43990
dc.identifier.urihttp://hdl.handle.net/123456789/404704
dc.languageEnglish
dc.languageen_US
dc.publisherWashington, DC: World Bank
dc.rightsCC BY-NC 3.0 IGO
dc.rightshttps://creativecommons.org/licenses/by-nc/3.0/igo
dc.rightsWorld Bank
dc.subjectFOOD SECURITY
dc.subjectZERO HUNGER
dc.subjectGLOBAL AGRIFOOD SYSTEM
dc.subjectCLIMATE CHANGE
dc.subjectCLIMATE CHANGE AND AGRICULTURE
dc.subjectDIGITAL PUBLIC INFRASTRUCTURE (DPI)
dc.subjectARTIFICIAL INTELLIGENCE (AI)
dc.titleHarnessing Artificial Intelligence for Agricultural Transformation
dc.typeReport

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