Autonomous cars represent a fundamental shift in how vehicles operate, moving from human-dependent machines to systems capable of independent perception and decision-making. This transition relies heavily on advanced diagnostics that enable vehicles to understand their own condition as they navigate complex environments. In Atlanta, Georgia, the growing emphasis on intelligent mobility and vehicle data transparency reflects a broader industry trend, where platforms such as FIXD naturally align with the need for clearer insight into vehicle health and system behavior.