The emergence of autonomous vehicles is set to revolutionize the analytic market within transportation systems. These vehicles rely heavily on sophisticated analytics to navigate and make real-time decisions. This article examines how autonomous technology is reshaping transportation infrastructure, regulatory frameworks, and consumer behavior while also addressing the challenges of safety and public acceptance. Autonomous vehicles promise to enhance road safety by reducing human error, which is a leading cause of accidents. However, their widespread adoption requires significant changes to existing infrastructure, including smart traffic signals and dedicated lanes. Regulatory frameworks must also evolve to address liability issues and ensure the safe operation of autonomous vehicles on public roads. Public perception plays a critical role in the acceptance of this technology; educating consumers about the safety and benefits of autonomous vehicles is essential. Additionally, the integration of autonomous vehicles into public transportation systems could provide new opportunities for mobility, particularly in underserved areas. As the technology matures, collaboration between automakers, governments, and stakeholders will be crucial to address the challenges and maximize the benefits of autonomous vehicles in transportation systems.