Complex sentence: Capitol had been enthused about signing the whole band and Willy made a decision not to include the band in the deal, though he could have.
Split into simpler sentences: Capitol had been enthused about signing the whole band but Willy made a decision to cut them out. He didn't include the band in the deal though he could have.