PARIS—In the capital of haute cuisine, fast food is getting complicated.

For starters, it's not always fast. At Le Camion Qui Fume, a food truck, the lunch crowd can wait up to an hour to get a made-to-order burger.

And in a city where chefs can easily find everything they need to make sophisticated sauces and posh pastries, getting the goods...