By 1928, the USSR was 20 million tons of grain short to feed the towns. Industrialisation was creating even more towns, increasing this problem.
So in order to feed his industrial workforce Stalin needed to revolutionise agriculture.
Although Collectivisation is sometimes discussed as a separate policy in Stalin’s Russia, it really is a fundamental part of his programme of industrialization set out in the 5-year plans: