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Niqo Robotics Takes AI Weeding to a New Scale with 50-Foot Smart Farming Machine

The new RoboWeeder F50 combines artificial intelligence, precision spraying, and wider field coverage to help large specialty crop farms improve productivity and reduce unnecessary chemical use

Yakima, Washington, 12 November 2026 – Agricultural technology is moving beyond traditional machinery as farmers look for smarter ways to manage weeds, improve crop health, and reduce operational costs. Artificial intelligence and agricultural robotics are playing an increasingly important role in this transition. Adding to this progress, Niqo Robotics has introduced the RoboWeeder F50, a wide-format AI-powered weeding machine designed for large specialty crop farms and turf operations.

The machine offers a working width of 46 feet, which can be extended to 50 feet, making it the widest model in the company's current lineup. It was developed in response to feedback from growers who needed equipment capable of covering larger fields within limited farming windows. The company introduced the F50 at FIRA USA 2026 in Yakima, Washington, ahead of its planned commercial delivery in 2027.

Unlike conventional spraying equipment that applies chemicals across entire rows, the RoboWeeder F50 uses artificial intelligence to identify weeds and target them individually. Its system combines 14 Niqo Sense AI cameras across five machine sections, allowing each section to monitor and treat its assigned crop rows. A network of 350 spray nozzles then delivers targeted applications. According to the company, the system achieves more than 99 percent spraying accuracy across the machine's full working width.

The equipment is designed to perform three tasks in a single field pass: precision weeding, crop thinning, and beneficial spraying. This means farmers can remove unwanted plants, manage excess seedlings, and apply selected treatments without making separate machinery passes. The approach can help reduce unnecessary chemical applications while improving field efficiency.

The machine's artificial intelligence system is another important feature. According to Niqo Robotics, its technology can develop a working algorithm for a new crop overnight with more than 85 percent accuracy. The system can then be refined to reach 99.6 percent commercial accuracy within weeks. This adaptability allows the company to adjust its technology to different crops, regional farming conditions, and field requirements.

In terms of operating capacity, the tractor-pulled F50 weighs approximately 4,900 pounds and requires a tractor with at least 135 horsepower. It can operate at speeds of up to 4.7 miles per hour and cover as much as 25 acres per hour. Its folding frame also makes transportation and storage more convenient for large agricultural operations.

Niqo Robotics is also focusing on practical ownership and maintenance. The machines are manufactured in the United States and supported by local service teams. Standard replacement components are available through agricultural suppliers, helping farmers reduce equipment downtime. The company also offers its machines without recurring software subscription fees.

The RoboWeeder F50 represents a growing shift toward precision agriculture, where technology helps farmers make more informed decisions and use resources efficiently. As agricultural businesses face increasing pressure to improve productivity while managing labor and input costs, AI-powered farm machinery could become an important part of modern crop management. Through this latest development, Niqo Robotics is expanding the role of agricultural automation in large-scale specialty farming.