Through scientific studies and innovative technologies, agricultural and horticultural innovations have revolutionized food production, sustainability, and environmental protection. Modern agriculture involves precision farming, genetically enhanced crops, and automation for increasing productivity, while horticulture enjoys improved technology in greenhouse cultivation, vertical farming, and organic farming. The World Conference of Agriculture, Forestry, and Horticulture is an essential forum for addressing these innovations and encouraging sustainable practices and international cooperation. Smart irrigation, soil health, and environmentally friendly pest control are transforming both areas, making climate change resilient. Agriculture and horticulture continue to transform through biotechnology and artificial intelligence inputs, guaranteeing food security, economic progress, and environmental sustainability for generations.