A dry powder insulin formulation for reconstitution including insulin, a buffering agent, and a salt. The dry powder insulin formulation includes between about 70 and 95% w/w of insulin, between about 5 and 30% w/w of the buffering agent, and less than about 1% w/w of the salt. The dry powder insulin formulation has less than about 5% water content.