The model contained hundreds of line items across all major construction trades, creating complexity in both validation and consistency. A key challenge was ensuring rates accurately reflected a wide range of residential typologies, including variations in size, configuration, and specification. Maintaining alignment across these variables required a structured and highly detailed approach.