As in..."Actually I have been ..."..."Actually I am doing that..."..."Since you have asked, I am actually doing that..."..."Actually we have that on..."
Actually I am ready to start bitch-slapping verbal offenders.
Actually, that's not always the case. :) It can legitimately be used to soften the impact of pointing out a glaring factual error in another's post.