目前数字经济与实体经济深度融合已成为推动经济社会高质量发展的重要引擎。贵州重视数字经济发展的同时，正依托其独特性积极探索以智慧农业为代表的农业数字化转型路径。本文以智慧农业为例，分析贵州农业数字化转型在多个方面的创新模式，并总结和探讨其目前面临的各种挑战以及提出相对应的对策建议，旨在为贵州及类似地区农业数字化转型提供理论参考和实践借鉴。

The deep integration of the digital economy with the real economy has become a key driver for high quality economic and social development. While Guizhou emphasizes the growth of its digital economy, it is actively exploring agricultural digital transformation paths, particularly in smart agriculture. This article analyzes innovative models in Guizhou's agricultural digital transformation through the lens of smart agriculture. It also summarizes various challenges currently faced and proposes corresponding strategies, aiming to provide theoretical references and practical insights for agricultural digital transformation in Guizhou and similar regions.