How to Automate Financial Reporting

 

Teams automate financial reporting through AI-powered software that can integrate with an organization’s existing financial systems. Some existing systems are accounting software, Excel spreadsheets, FP&A software, financial data management tools and enterprise resource planning (ERP) systems.

The steps ahead lay out a general path for how financial reporting automation works:

  1. Collect data: Automation software connects directly to existing finance and reporting tools to pull raw financial data into a single place. This step in the process eliminates the need for manual data entry.
  2. Process data: Data processing and data validation occur through robotic process automation (RPA) and other automation tools that validate data and convert physical documents into digital text.
  3. Generate analysis and insight: AI and machine learning (ML) analyze patterns and generate variance reports. These technologies can detect anomalies, fraud risks and trends that a human might not.
  4. Report: The financial automation system compiles processed data into standard financial statements, including income and cash flow statements, balance sheets and custom reports. These statements can be formatted for specific forecasting needs and dashboards.
  5. Review: After report generation, financial reports can be scheduled for automatic delivery to stakeholders. Alternatively, users can query the automated financial reporting software for real-time insights, track financial transactions and maintain audit trails for regulatory compliance.

 How to Automate Financial Reporting


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