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Collaboration between agricultural machinery manufacturers and technology companies fosters the integration of advanced sensors, AI & data analytics, elevating tractor capabilities. Such partnerships accelerate innovation, reduce development costs, and broaden market access. For instance, in March 2023, John Deere acquired SparkAI, a New York startup specializing in human-in-the-loop technology. This technology aids robots in real-time decision-making for handling complex scenarios.