PepsiCo is implementing AI-powered sensors, developed by tech firm Augury, in its factories to enhance efficiency and reduce downtime. The sensors are trained to recognize sounds indicating machine faults, such as worn conveyor belts and bearings, using extensive audio data analysis. By collecting insights into equipment health, the technology enables predictive maintenance, minimizing reactive responses to machine errors. AI-powered sensors also contribute to waste reduction by optimizing machine performance and reducing energy consumption. AI applications in manufacturing, including predictive maintenance and quality control, are becoming conventional, while newer possibilities include improving supply chain visibility and enhancing societal awareness of environmental impacts. Despite concerns about the impact on workers, some firms are exploring AI tools for safety monitoring and wearables to support employees.