Use a mandoline slicer to slice the fennel and cucumber into paper-thin slices. Add to a large bowl with the chopped fresh dill and lemon zest.

Whisk the dressing in a small bowl. Season to taste with kosher salt and freshly cracked black pepper. Toss with the fennel-cucumber mixture and transfer to a serving dish.