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在制造、能源、零售与城市基础设施等领域，IoT 设备数量仍在持续增长。根据研究机构 IoT Analytics 的报告，2025 年期间，全球在用的物联网设备数量持续增长，预计全年将实现 14% 的增长，到 12 月底累计达到 211 亿台。但一个越来越普遍的现象是： 设备越多、数据越全，决策却未必更快 。