AI-powered sensors are now deployed to detect methane leaks in pipelines and storage facilities, helping companies prevent environmental damage and optimize safety. The system uses machine learning algorithms to analyze sensor data in real-time, identify anomalies, and predict potential leak points before they escalate. Integration with automated alert systems allows rapid response and minimizes downtime. This technology not only enhances environmental protection but also improves regulatory compliance and reduces financial losses associated with leaks. Future developments aim to expand coverage, integrate with drones, and provide predictive maintenance insights for critical infrastructure.