Indian Register of Shipping (IRS) signed a MoU with Neptunus to build mainstream data-driven maintenance and digital diagnostics across India's shipping industry. Under this, IRS and Neptunus will develop frameworks and standards for condition-based maintenance. It aims to enhance operational reliability, reduce maintenance cost and contribute to India's Green Shipping and Digital Maritime Vision.