In an era defined by the rapid advancement of artificial intelligence (AI) and data science, the confluence of technology and ethics has become a focal point of global discourse. As AI systems increasingly enter various facets of society, the need for morally sound decision-making under conditions of uncertainty has never been more pressing. This paper introduces a framework that integrates ethical theories with advanced decision-making models using geospatial technologies to navigate the complex landscape of AI-driven systems. By synthesizing principles of utilitarianism, deontology, and virtue ethics with modern decision theories, this framework provides a comprehensive solution to the ethical challenges posed by AI technologies. Practical applications across health care, autonomous systems, disaster management, and other fields along with data privacy illustrate the framework’s efficacy in ensuring that AI aligns with fundamental moral principles. Through its adaptability, multi-domain applicability, and empowerment of stakeholders, this framework sets a new benchmark for ethical decision-making in the age of AI.