The present invention provides processes for the preparation of extracts of Cassia auriculata (CA) and compositions comprising an extract of the same. The present invention also provides pharmaceutically active compounds isolated from Cassia auriculata which are useful for the treatment of disorders which include diseases arising because of insulin resistance such as Type 2 Diabetes, obesity, cardiovascular diseases and associated increase in homocysteine.