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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.

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。

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.