1、Artificial intelligence in Russias agricultural sector:hype or real money?Artificial intelligence in Russias agricultural sector:hype or real money?Moscow,2025 Alexey Kletsko,Alexander Umrikhin,Alexander Zyuzin,Stanislav Vetoshkin ContentsIntroduction3Part 1.Global landscape and prospects for AI ado
2、ption in the agricultural sector8Part 2.AI development in the agricultural sector:key players and technology152.1.Autonomous vehicles:AI adoption in agricultural machinery engineering(John Deere case)152.2.Autonomous/remote control systems:greenhouse climate control and management optimization(Priva
3、 case)182.3.Agronomist assistants:GenAI-powered systems(Dhenu Agri case)202.4.Robots and robotic production lines232.5.Generative AI in strategic and conceptual solutions for agriculture(OpenAI case)262.6.Other solutions29Part 3.Artificial intelligence in Russias agricultural sector323.1.Estimated i
4、mpact of AI implementation in the Russian agricultural sector323.2.AI adoption cases in Russian agriculture343.3.Russian solutions powered by analytical AI383.4.Russian solutions powered by generative AI40Conclusion42Notes47Source:Yakov and Partners industry practice2020s2000s1990s1980s1970s1960s195
5、0s2010s3IntroductionThe purpose of this study is to provide readers with a structured insight into the practical applications of solutions and projects based on artificial intelligence(AI)and digitalization in the agricultural sector.This report aims to reduce the time required to make a well-inform
6、ed decision on whether implementation of such initiatives should be further considered or cancelled.We hope that the insights and recommendations presented in this report will be valuable for operational and strategic management of agricultural businesses,as well as to investment teams,officers of f
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