Textile manufacturers are replacing manual fabric inspection with digital twins and AI vision systems. These tools detect defects in real time rather than relying on retrospective human audits. This shift reduces waste and increases throughput on the factory floor. Practitioners can now automate quality assurance without pausing production lines for manual checks.