The gov influences companies through economic and legal incentives (subsidies, large gov contracts, etc..). This is especially true in important industries (energy, health care, tech).

Does having a large % of ex-gov/mil/intel board members increase the likelihood of a company landing these contracts? I wouldn't be surprised, if true (for many reasons).