A strong supporter of Joseph Stalin, Kakhiani ensured that after the 1924 August Uprising there would be no dissent from Georgia towards the Bolsheviks. He launched the collectivization of Georgian farms in 1931 and farmers were relocated to state-run farms while their produce, farming tools, and fields were destroyed. Those who resisted were deported to Siberia. Along with the party leadership, he also directed the cruel suppression of rebels and personally witnessed the execution of prisoners such as the shooting of Menshevik prisoners at Tbilisi.