In the era of the fourth industrial revolution, AI, machine learning, and blockchain have reshaped human behavior and interactions, prompting organizations to adapt to changing market demands. While technology offers new opportunities, it also poses challenges, reflecting our values and biases. AI serves as a mirror, revealing truths about society and individuals, calling for responsibility and accountability. This presentation explores transdisciplinarity, ethics, and justice as fundamental principles in AI development, aiming for fairness and coexistence between humans and machine