The document compares conventional trading to automated trading. In conventional trading, a manager decides on markets and exposure levels and gives directives to traders, who then analyze markets and manually place orders with a broker. In automated trading, a manager also decides on markets and limits but appropriate trading systems are activated instead of relying on traders. The systems are directly connected to markets and autonomously evaluate conditions, place orders, and adjust exposure levels based on analysis.