If the form specifies METHOD=POST, the submit_form() method will send a post request. Something like this:
$ie->get( 'http://www.website.com/inventory' );
$ie->submit_form(
form_number => 1,
fields => { car => 'honda', model => 'accord', color => 'blue' },
);