Ogosi, José Antonio, Guadalupe, Victor Hugo, Usquian, Luis Antonio, Rayme, Ruben Alejandro, Avalos, Valeria Camila, Lira, Jorge. Application of business intelligence to improve decision-making in the marketing of hardware companies in Peru. LACCEI. 2023;1(8). doi:10.18687/LACCEI2023.1.1.281