Usually the celebrated Kantorovich inequality is regarded as a complementary inequality of the Jensen inequality. In this note, we point out that $\lq\lq$monotonicity and linearity" of integral imply the Kantorovich inequality. As a consequence, the Jensen inequality is complementary to the Kantorovich inequality in this sense.