This study presents methods for gathering and preprocessing data from observation wells using automated measurement systems. It also incorporates fuzzy logic models for calculations, signal data processing and intelligent analysis of mapping materials. The study also involves the creation of groundwater level distribution maps based on the gathered data. Advanced measurement methods are being explored for experimental and computational applications, leading to the development of technical solutions based on mathematical models. These innovations are crucial for enhancing automated monitoring techniques in hydrogeological regions to predict groundwater levels and quality.