As the world’s energy needs grow alongside heightened environmental concerns, the offshore energy industry stands at a critical crossroads. Balancing operational efficiency with sustainability has become an imperative rather than an option. Rising to this challenge, a distinguished team of researchers—including sustainability champion Mercy Odochi Agho—has introduced a