The article discusses how accurately estimating costs early in a construction project is crucial for success, especially in customized furniture manufacturing. The researchers used machine learning techniques to develop a method for estimating costs at the early design stage. By analyzing real manufacturing data, they found that historical product data can help predict materials, labor, sales, and other costs for new products. This approach can provide valuable insights for improving cost estimation in customized furniture manufacturing.