Davakis was a colonel when Italy attacked Greece on 28 October 1940. As commander of the Pindus detachment (Απόσπασμα Πίνδου), he successfully repelled the Italian "Julia" Alpine Division's attack in late October 1940 but was seriously injured in November of the same year, when he counter-attacked, nearly destroying it.