The Role of Digital Innovation in Transforming Agriculture: Harnessing AI, Drones, and Big Data for Sustainable Development

Abstract

Agriculture is being reshaped by digital tools that turn experience-driven decisions into data-informed ones. This paper examines how artificial intelligence (AI), drones, and big-data analytics address climate risk, input inefficiency, and low productivity—focusing on Albania and the Western Balkans. Drawing on literature, policy documents, and original field evidence, we show that AI improves short-term forecasting for irrigation and pest pressure, drones enable timely crop monitoring and targeted input use, and big data supports risk pricing for agricultural credit and insurance. Adoption, however, remains constrained by costs, connectivity gaps, and limited digital skills. The paper’s theoretical contribution is a framework connecting Agriculture 4.0 technologies to resilience via finance and governance channels. Its practical contribution is a concise set of policy instruments—subsidies, PPPs, and data-governance rules—plus targeted extension for digital literacy. The paper concludes that integrating AgriTech with local know-how can make farming more competitive and climate-resilient—provided investments in human capital, broadband, and institutional trust close the current digital divide.