After the cleaning and left it to dry (it dried up pretty quickly), I wait no further and started to rub the Obenauf's LP in. It feels like giving the leather a good layer of moisturizer like what we do to our skin.
As you can see from the picture below, the difference in color from before and after application. I guess its pretty obvious which is before, which is after. :D