1. Toward AI-Enhanced Dairy Farms for Decarbonization in Thailand.
- Author
-
Ketsuwan, Tanya, Rajchamaha, Kittichai, and Gerdsri, Nathasit
- Subjects
ARTIFICIAL intelligence ,CARBONIZATION ,GREENHOUSE gas mitigation ,BUSINESS models - Abstract
This study examines the obstacles and opportunities for AI-enhanced dairy farms for decarbonization. Using a single case study of a dairy entrepreneur, purposive sampling, and content analysis. This review summarizes current knowledge on the GHG impacts and profitability of climate-smart dairy practices, including digital, regenerative, and controlled environment farming systems. The results reveal significant obstacles to AI implementation, including lack of technological knowledge, funding limitations, insufficient government support, inadequate business model integration, and a lack of design thinking approaches. Despite these challenges, the obstacles present opportunities to assist entrepreneurs and improve business model strategies with the help of stakeholders such as policymakers, industry experts, and investors. The findings, based on a single case study, offer practical insights into transforming these obstacles into opportunities to improve AI-enhanced dairy farm business models. The study highlights a gap that points toward the potential for improving AI adoption in Thailand's dairy farming sector. [ABSTRACT FROM AUTHOR]
- Published
- 2024