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基础设施的复杂性正在重塑小型科技公司的运营方式Infrastructure complexity is reshaping how smaller technology firms operate

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随着组织越来越依赖相互连接的数字系统,通信、计算基础设施、虚拟化、软件开发和人工智能之间的界限变得越来越模糊。

As organizations become increasingly dependent on interconnected digital systems, the boundaries between communications, computing infrastructure, virtualization, software development, and artificial intelligence are becoming less distinct. For smaller technology firms, that environment can create an unusual challenge: customers may need expertise across several technical layers at once, while the systems themselves continue to become more specialized.

对于小型科技公司来说,这种环境带来了一个不寻常的挑战:客户可能同时需要跨多个技术层面的专业知识,而系统本身却变得越来越专业化。

As organizations become increasingly dependent on interconnected digital systems, the boundaries between communications, computing infrastructure, virtualization, software development, and artificial intelligence are becoming less distinct. For smaller technology firms, that environment can create an unusual challenge: customers may need expertise across several technical layers at once, while the systems themselves continue to become more specialized.