A construction that had eight storeys and is located in Kwa-Ndege, Tassia, Embakasi was brought down by its collapse.
A rescue team is now being dispatched by the Red Cross to the location of the incident.
The basement and the first floor of the building were the most severely affected by the catastrophe.
The most recent reports suggest that nobody has been wounded in this incident.
An eyewitness said to the media that people evacuated the place as soon as the structure began to collapse.
There were various businesses located on the ground floor of the building.