"It is problematic."

Usually, the only "it" in the conversation is the thing itself, not any additional fact about the thing, so that "It is problematic" under your second implied usage becomes "It is indicative of a problem about itself".

That's the problem with the usage. It doesn't identify any actual issue, it just says "it has a problem". "Blah blah is problematic." How? Why? No indication.