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Project completed
Agro 9 Tecnologia
AI-powered data lake processing IoT sensors, satellite imagery and climate history.
Agribusiness/AI for Data Analysis
ScopeAI for Data Analysis
PeriodTo be confirmed
TeamBytnex team
Tech stack4 technologies
Results
-92%analysis time
+28%predictive accuracy
+15%yield per hectare
Measured against the baseline of the process before the project.
Starting point
- More than 50 farms with manual harvest analysis
- Reports took 7 days to be ready
Project summary
Manual harvest data analysis across more than 50 client farms, with reports taking 7 days to produce, made timely strategic decisions impossible. We built an AI-powered data lake that processes IoT sensor data, satellite imagery and climate history, producing predictive insight on productivity and automated recommendations.
Engineering notes
Harvest data came from separate sources and was consolidated by hand.
SolutionA data lake unifying IoT sensors, satellite and climate history into a single source.
Seven days between collecting the data and being able to decide with it.
SolutionPredictive insight and recommendations generated automatically, practically in real time.
Visual gallery
IMG_01
Technologies
Contents
- • Starting point
- • Project summary
- • Engineering notes
- • Visual gallery
