@Sunil Nair,
Improvement of the power factor will not affect your consumption.
However, it will affect the price you pay for that consumption.
Let's say your consumption is 5 kW.
As Q=V.I.cos φ and your cos φ is 0.569, you only have an available power of 2.845 kW (active power) while paying for 5 kW.
Now, with your capacitor bank that raises the cos φ to 0.999, you have 4.995 Kw available and you pay the same as before.