Predictive maintenance is a critical application of AI in the oil and gas industry. By using AI models to predict equipment failures, companies can reduce downtime, increase productivity, and save costs. Occidental Petroleum is using AI and machine learning to mitigate unplanned events and improve predictive analytics. The company feeds generated data into AI models to give predictions based on historical events, enabling better predictions and reducing unplanned events.