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Quantitative analysis highlights critical barriers, including a national shortage of more than 1,200 IoT software specialists and the absence of ISO\/IEC\u00a017025-accredited metrological certification facilities. Drawing on international benchmarks, the study proposes structured and economically viable measures for governmental and industrial stakeholders. A central contribution of this work is the development and pilot implementation of a UAV-oriented metrology verification and calibration architecture grounded in systems-engineering principles. The framework formalizes certification workflow control, integrates uncertainty propagation modeling, and embeds risk-informed decision mechanisms within accredited laboratory environments. Validation across 38 UAV platforms demonstrated statistically significant improvements, including a 37.4% reduction in average certification processing time and a 38.3% decrease in staff-hour requirements, while preserving cross-laboratory reproducibility within expanded uncertainty limits. As a concrete outcome, a metrology management improvement framework is proposed to enhance reliability and traceability in UAV certification processes. 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