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At the heart of Italy’s apple orchards, innovative start-up GeoInference designed an AI-driven solution that transforms how farmers count and size their apples, improving quality and productivity. This innovative system, supported by the agrifoodTEF Italian Node, increases precision, efficiency, and profitability for agribusinesses. This AI solution uses real-time monitoring and data analysis to offer cutting-edge services for harvest management. As part of the support, agrifoodTEF provided tailored AI hardware performance assessments to ensure the solution operated effectively even in low-connectivity environments.