Deployable network of small, AI-powered robots designed to rapidly contain and neutralize spills related to ocean mining disasters. These swarms utilize sensors to identify the type and extend of spills (oil, sediment plumes, chemicals, etc.) and deploy appropriate counter-measures such as dispersants, physical barriers, or specialized microbes.