According to Unite.AI, the word AI is now used to describe everything from talking to ChatGPT in a browser to running entire businesses whose operations would stop functioning without language models. The piece centers on one question: where is the line between using AI automation and building a company around it?

Because there is only one source, there are no contrasting views to compare. The article does, however, highlight a productive tension. A company can treat AI as a useful tool, or it can make language models so essential that the current form of the business would simply cease to exist without them.

The source does not offer a final definition of “AI-native.” Instead, it points toward operational dependence as the key lens: the clearest sign that a company is built around AI is not marketing language but whether the business itself would collapse if the models were removed.