The CEO of Amsight, a startup incubated at Germany's Fraunhofer IAPT, points out that in powder bed additive manufacturing, powder condition changes with each printing, sieving, and blending cycle. Factory certificates cannot reflect multi-cycle oxygen/hydrogen pickup, particle morphology changes, or particle size distribution shifts. Amsight employs a QR code-based digital powder traceability system that records blending genealogy, print batches, CT results, and mechanical property correlations, integrating powder management into statistical process control. The choice between using virgin powder, batch processing, or blending strategies depends on material, part risk, customer specifications, and regulatory environment. The transition from certificates to cycle-dependent powder data is a prerequisite for reproducible additive manufacturing production.