This white paper outlines the EON Entrepreneur Pathway, a strategic initiative aimed at addressing the pressing challenges of youth unemployment and skills mismatch in the age of Artificial Intelligence (AI). It begins by detailing the current global crisis where millions of graduates face uncertain futures despite their educational qualifications. The paper presents EON Reality's response, which includes a series of programs designed to equip young individuals with practical skills and direct pathways to employment. The initiative emphasizes the importance of hands-on experience and entrepreneurial training, offering various levels of engagement such as internships, sales roles, and entrepreneurial education. The document highlights the urgency of adapting to the rapidly changing job landscape driven by AI, particularly in the Global South, where untapped potential exists. It stresses that the next decade is critical for unlocking human potential and ensuring that young people are prepared to thrive in a technology-driven economy.