The water quality in the Cauca and Porce rivers is vital for the communities and the ecological balance. Projects like Hidroituango and mining activity pose environmental challenges and affect water quality. It is proposed to develop a water quality model for these areas based on data collection and constant monitoring. The model will provide up-to-date information, allow informed decisions and promote more sustainable mining. Protecting and conserving water resources is essential for the well-being of people and the environment.