Utpatti is a software solution that leverages decentralized AI to enhance predictive maintenance in manufacturing plants. By utilizing existing sensor and breakdown data, it predicts equipment failures with over 90% accuracy, enabling manufacturers to reduce downtime costs, maximize equipment uptime, and maintain data ownership without transferring sensitive information to external clouds.