Data integrity to regulatory limitations. Without solving such problems, companies are less likely to derive meaningful insights from this data, thus at risk for inefficiency and missed opportunities. This article discusses the main bottlenecks in gathering financial data and provides practical solutions to streamline data collection and guarantee quality in financial analysis. https://www.fbsedu.in/certifications