POOL DETECTION

Development of intelligent dashboards using satellite views and artificial intelligence for locating and filtering locations from territories to localities to extract specific information that helps our clients in decision-making and execution of commercial projections.

THE CHALLENGE

Based on the estimation of pool density by area, Piscina Natural sought a solution to design tailored marketing campaigns, improve their production and logistics processes, and recommend potential clients to their resellers or distributors. This approach aimed
to enhance production planning based on estimated demand.
With this premise, the Zentricx Data Team developed a hybrid solution using tools provided by Google, allowing the client to consult demand planning in a user-friendly manner through a very simple dashboard, reviewing pool density in specific areas, visualizing maps and dashboards, among other data.

THE SOLUTION

Pool Detection involves a dynamic dashboard that displays pool information through the implementation of an artificial intelligence model applied to Google Maps satellite images, which detects them. The console contains dynamic controls and provides users
with an easy way to select the data they want to view in a report.
Potential client estimates are obtained from analyzing satellite images available on Google Maps. Using deep learning techniques, uncovered pools are detected, and to enrich the database with covered pools, information from freely accessible websites of clubs, institutions, schools, etc., that publish their data on open sites, was integrated into a data warehouse.

THE RESULTS

The detection accuracy achieved is 93.4%. With this solution, the client can plan their production by estimating demand, optimizing production, logistics, and the entire value chain, thus reducing time, costs, and risks, projected through dashboard visualization
and sheet extraction.
To achieve the greatest success in project development, Zentricx listened to the client, understood their needs, and proposed the best solution to provide the required business information. Discovery, assessment, and development were carried out.

PISCINA NATURAL

PISCINA NATURAL is an Argentine company focused 100% on the development of integrated systems for pool maintenance with a sustainable perspective. They develop and manufacture their own products, offering solutions based on environmentally friendly and health-conscious technologies.

ZENTRICX

Zentricx is a company that transforms and views businesses beyond data (Going Beyond Data-Driven). We think, innovate, and drive our clients to rediscover and enhance their products and services.