Monarch, a leader in intelligent off-highway systems, has launched MonarchOne, an AI-powered platform designed to accelerate autonomy and software-defined vehicles (SDVs) in agriculture, construction, and mining. Proven in rugged environments, MonarchOne empowers OEMs to reduce costs, enhance speed-to-market, and deliver scalable, AI-driven automation solutions.
MonarchOne platform launched to advance off-highway autonomy and AI.
Integrates embedded software, autonomy, and real-time data intelligence.
Enables scalable solutions from ADAS to full-stack autonomy for OEMs.
Built on 7 years and 100,000+ hours of real-world operational data.
Supports industries like agriculture, construction, mining, and solar.
Showcased at Farm Progress Show, Aug. 26–28, 2025, in Decatur, IL.
While urban mobility has seen rapid advancements in autonomy, off-highway sectors like agriculture, construction, and mining face labor shortages, cost pressures, and safety demands. MonarchOne addresses these challenges by providing a modular, end-to-end AI platform. “MonarchOne is about democratizing AI for the hard-working industries that keep the world functioning,” said Praveen Penmetsa, CEO of Monarch. The platform enables OEMs to deploy smart, automated machines in unstructured, rugged environments.
MonarchOne integrates embedded vehicle software, full-stack autonomy, energy management, and real-time data intelligence into a single system. Key features include:
Extensive real-world vehicle data powering AI models for smarter operations.
Vision-based autonomy, ADAS, and customizable digital support applications.
Embedded on-vehicle OS for real-time control and enhanced safety.
Over-the-Air (OTA) updates for continuous machine improvement.
Reference hardware kit and agnostic building blocks for faster integration.
Mobile and web tools for visibility, analytics, and control.
Partner-based model to expedite SDV development and expertise building.
The platform supports scalable autonomy, from advanced driver-assistance systems (ADAS) to full-stack solutions, aligning with OEMs’ brand-specific needs.
Built on the technology powering Monarch Tractor’s 100% electric, driver-optional smart tractor, MonarchOne leverages seven years and over 100,000 commercial hours of data from messy, unstructured, and dynamic (MUD) environments. “Monarch has amassed vast device, environment, and operations data, marking our evolution from smart tractors to the software platform powering the future of off-highway automation through physical AI,” Penmetsa noted.
Monarch is collaborating with OEMs like Ag Growth International (AGI) to deploy smart, connected equipment. Manufacturers can experience MonarchOne at the AGI booth during the Farm Progress Show, August 26–28, 2025, in Decatur, Illinois, showcasing its potential to transform off-highway industries.
MonarchOne positions Monarch as a leader in off-highway digital transformation, offering OEMs a scalable, cost-effective solution to meet the urgent demand for automation. By leveraging AI and real-world data, the platform drives innovation, safety, and efficiency across critical industries.
Monarch is a technology leader in intelligent off-highway systems, partnering with OEMs to bring next-generation software-defined vehicles to market faster. Founded in 2018, Monarch first launched the award-winning Monarch Tractor, now operating in real-world environments across four continents. Today, Monarch delivers MonarchOne, a proven, AI-powered platform that integrates autonomy, assisted driving, energy management, operations management, and data intelligence into a scalable solution for OEMs. Combining embedded software, cloud intelligence, and modular components, MonarchOne helps manufacturers accelerate development, reduce complexity, and deliver smarter, connected off-highway vehicles. Monarch powers innovation across agriculture, construction, utility-scale solar operations, and more.
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