Furnace Branch is a stream located in Grant County, Wisconsin. It appears on the Turkey River USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 610.86 feet (186.19 m) above sea level. The nearest populated place is Cassville, approximately 0.6 miles to the ESE.