We show that for any Carnot group there exists a natural number such that for any the metric space admits a bi-Lipschitz embedding into with distortion . This is done by building on the approach of T. Tao (2021), who established the above assertion when is the Heisenberg group using a new variant of the Nash–Moser iteration scheme combined with a new extension theorem for orthonormal vector fields. Beyond the need to overcome several technical issues that arise in the more general setting of Carnot groups, a key point where our proof departs from that of Tao is in the proof of the orthonormal vector field extension theorem, where we incorporate the Lov'{a}sz local lemma and the concentration of measure phenomenon on the sphere in place of Tao’s use of a quantitative homotopy argument.

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