Building a digital twin for prototyping before even having an existing IOT ecosystem

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I would like to know if it is possible to build a simulator in Digital twin to simulator senarios in 2D or 3D before even having a real IOT .

The objective is to run scenario so we can decide what to decide in real world

Appreciate your feedback
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