Cost mainly is what stopped that. The OKW call in infantry are all supposed to come in before Obers so generally if you have a large number of infantry already by the time the Schwer is deployed you don't "need" Obers. Or multiple Obers for that matter.
This is especially true with Fallsch, who are quite expensive.
Last time I looked, OKW has exactly the same manpower as any other faction.