Autonomous Grain Cart

Automate grain cart operations to improve harvest efficiency and reduce labor needs

Business impact

• Labor cost reduction — Autonomous carts reduce need for manual operators, lowering labor expenses
• Harvest efficiency — Automated grain transfer enables continuous combine operation, increasing throughput
• Equipment utilization — Autonomy allows longer operating hours and better machine usage rates

Data requirements

• GPS and RTK positioning data (Numeric) — Used to precisely navigate and align grain cart with combine during operation
• Machine sensor data (Numeric) — Monitors grain cart status, load levels, and operational parameters in real time
• Video feeds (Video) — Provide visual confirmation and remote monitoring of autonomous grain cart activity

AI methods and techniques

• Predictive AI — Predicts combine speed and path to synchronize grain cart movements effectively
• Agentic AI — Enables autonomous decision-making for navigation and obstacle avoidance

AI models and model families

GPT-4, Claude, Llama 2

Industries