Ecosystem sustainabilitySustainability is a prevalent topic in the current worldwide scenario. It challenges the human being for long-term healthy survival considering several factors, including adaptability, applicability, survivability, and immunity. Global cooperation uses current emerging trends to protect worldwide climateClimate and biological diversity. The present chapter reviewed the challenges of global cooperation in tackling environmental management. The extensive brainstorming seeks to support the natural-based solution with artificial intelligence-driven environment management. The chapter develops a novel artificial intelligence-based approach for environmental sustainability by targeting the severity source. The developed approach helps make decisions to avoid issues by monitoring living beings within the constraints of the ecosystemEcosystem ecosystems Ecosystem. The chapter reveals that promoting natural sourcesNatural sources boosts global cooperation efforts in the field of peace protection of humanitarian. The present review is aware of the advantages of Artificial intelligence-based global efforts to strengthen immunity with survivability in the current ecosystem. Artificial intelligence-driven environment management can control the feasibility of the environment within the protocol.