Impact of AI and Machine Learning on Financial Reporting
Artificial Intelligence and Machine Learning are revolutionizing financial reporting by transforming traditionally manual, time-consuming processes into fast, accurate, and data-driven operations. From automating data entry and reconciliation to enabling real-time financial closes, AI streamlines reporting cycles—slashing close times from 10–15 days to just 3–7—while significantly reducing error rates and boosting fraud detection from 80% to over 90%. Machine learning models enhance forecasting, improve compliance with standards like IFRS and GAAP, and support advanced applications such as predictive analytics in revenue recognition, where AI can dynamically allocate transaction prices and flag anomalies.… Read more