The fabless semiconductor manufacturing sector is increasing in popularity, offering a simple outsourced manufacturing solution that enables smaller semiconductor companies to focus on innovation. However, many fabless semiconductor suppliers must deal with an extensive network of supply-chain partners that generates large amounts of data. This data can be used to support defect traceability, but putting it all together to identify actionable knowledge is challenging.