Non-conformance refers to instances where a process, product, or service fails to meet specified standards or requirements, leading to potential quality issues and operational inefficiencies. Addressing non-conformance involves identifying the root cause, implementing corrective actions, and ensuring continuous improvement to prevent recurrence.