The costs of setting up a phone tree system include initial setup fees, hardware or software purchases, and ongoing maintenance costs. These expenses vary depending on the complexity of the system and the provider. Monthly fees for cloud-based calling solutions range from $10 to $100 per user, while on-premise software may involve higher upfront costs.