A number of fire engines, ambulances and police cars can be seen at the location at Balgreen Road.
The incident was reported at 12.30pm.
A spokesperson for Police Scotland said they were called to a business premises following reports of workers taking unwell near to Saughton Park. They were called out at 12.30pm and are currently supporting the fire and ambulance services.
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