AI tools are revolutionizing entrepreneurial ecosystems by promoting ethical decision-making, creativity, and individual and organizational well-being. It examines a comprehensive framework that uses AI to drive resilient, inclusive, and sustainable entrepreneurship. AI-driven mental health apps, adaptive learning platforms, and predictive analytics can help entrepreneurs increase resource usage, reduce stress, and boost creativity. The review analyzes 60 of 250 research on AI and entrepreneurship using PRISMA to give readers a complete picture. Key findings illustrate how AI may address systemic difficulties, democratize opportunities for excluded populations, and promote a well-rounded entrepreneurial strategy. However, algorithmic biases, data privacy, and accessibility inequities remain important. The study concludes with practical advice on the need of teamwork in designing morally sound and flexible AI systems for a variety of entrepreneurial groupings..