Williams Companies. Replay the stock market charts of WMB day by day back to 2003. Open long and short positions without spending any money. Williams Companies Inc is a large pipeline company. It owns stakes in and operates 15,000 miles of interstate gas pipelines and 1,000 miles of natural gas liquids pipelines. The company also produces olefins for petrochemical feedstocks.