Control charts, also known as statistical process control, are valuable tools for monitoring process variations and identifying issues. The analysis involves selecting appropriate charts, gathering and plotting data, and detecting signals outside control limits to address potential problems. Key rules govern the interpretation of control charts, helping to identify significant shifts, trends, and consistent patterns in the data.