How does the iPad auto-correct work exactly?
AutoCorrect will automatically replace the word unless you cancel it manually by tapping it. (Note the small × sign in the suggestion bubble indicating that tapping it will cancel the suggestion.)

So, as soon as an AutoCorrect suggestion appears that you want to use, just hit Space (or insert a punctuation mark) and continue typing.