On 7 November 2019, at the Lyon Époqu'auto show, Les Amis de Delage and entrepreneur Laurent Tapie, son of Bernard Tapie, announced that they had signed an agreement for relaunch the Delage Automobiles brand. Tapie becomes president of Delage Automobiles. The new Delage planned for this project is called the Delage D12. It is a hybrid street-legal Hypercar powered by a normally aspirated V12 engine of 990 hp (740 kW), coupled to an electric motor of 110 hp (82 kW), for a cumulative power of 1,100 hp (820 kW). It will be produced in France like all Delages. Delage Automobiles has joined forces with racing driver Jacques Villeneuve as the development driver for the future production model. The car was presented at private events in Los Angeles and Orange County in California in December 2019, then in Monaco in September 2020, Geneva in November 2020 and Dubai in December 2020.

Voted "most beautiful car in the world" (best Design) by the jury of the Automobile Awards 2020/2021, only 30 units of the Delage D12 will be produced and sold at a price tag of 2 million Euros per car.