When it comes to financial transparency, non-profits face a paradoxical reality: they simultaneously disclose too much and too little financial information. They publish exhaustive financial statements and tax returns containing thousands of data points, yet fail to provide the contextual understanding that makes those numbers meaningful. The result is a transparency illusion—technical compliance without actual