Viet Nam is facing growing challenges in ensuring the quality and safety of agricultural products, particularly key export fruits such as mangoes and dragon fruit. Increasingly stringent requirements for controlling chemical residues and heavy metals in agricultural exports are compelling producers to adopt advanced technologies to assess product quality, including artificial intelligence (AI).