The American car maker enters the sport at a time of major technical change, with new power unit regulations and revised chassis rules reshaping the competitive landscape. While the timing offers opportunity, it also presents a steep learning curve for a team starting from scratch.

One of the biggest challenges will be building performance quickly enough to compete in a tightly packed midfield. Established teams benefit from years of data, infrastructure and operational routines, while Cadillac must develop its car, systems and personnel simultaneously under cost cap constraints.

Recruitment will be another key focus, with experienced engineers and drivers critical to accelerating progress. Integrating new facilities, refining processes and adapting to Formula One’s relentless development race will test the organisation in its early seasons.

Despite the hurdles, Cadillac’s entry adds fresh intrigue to the grid. How quickly the team can establish itself will be closely watched, as Formula One prepares for a new chapter shaped by new names, new technology and renewed competition.