Hi,
10kW is too much to drive from 12vdc. As FvM said, you'll require a peak current of about 1000A! Forgetting battery for the moment, what about the electronics. Even if the schematic is given to you, it's going to be quite difficult constructing it.
Over here, for 7.5kw inverters, 96v-120v battery banks are used.