An innovative device called the Air Lubrication System (ALS) aims to lower greenhouse gas emissions and increase fuel economy in the maritime industry. ALS, which is often driven by compressors, lowers drag by placing microbubbles beneath the ship’s hull. A solution that has a lot of promise is a hybrid Venturi-cavitation nanobubble generator, which uses natural hydrodynamic principles to create bubbles while removing the high-energy requirements of compressors. This creative method reduces operating expenses while also improving energy efficiency. Marine operations can be further optimized by integrating ALS systems with artificial intelligence (AI) and the Internet of things (IoT). AI algorithms are able to dynamically modify bubble creation for optimal efficiency by analyzing real-time data, including weather, ocean currents, and vessel speed. IoT-enabled sensors offer predictive maintenance and minimize downtime by continuously monitoring system performance, biofouling, and hull conditions. Additionally, trends are found to improve hull design and increase the efficiency of air lubrication systems with the help of AI-driven analytics. By reducing carbon footprints and cleaning up oceans, the use of such sophisticated technologies in maritime operations supports global sustainability goals. In addition to increasing operational effectiveness, the combination of hybrid nanobubble technology with AI and IoT establishes a standard for environmentally friendly shipping in the future, guaranteeing that the maritime sector shifts to more sustainable practice.