Inaccuracies in data are tripping up the solar industry – design and cost inaccuracies and incorrect forecasts. This SPW article makes the case for better standardization of data to create a more trustworthy industry. The author discusses the need for modern data-gathering tools to create independent data sets that ensure more accurate roof measurements, shading analysis, and prediction tools.