AI contributes to environmental conservation in boating by optimizing route planning and engine performance to reduce fuel consumption and emissions. AI can also be used to monitor and protect marine ecosystems by analyzing data collected on water quality, marine life populations, and coral health, aiding in the restoration and preservation of marine biodiversity.