1.Automated Cash Flow Quality Assessment
Credit Risk Dashboard · 2026
A credit analyst generated this dashboard to automate cash flow quality assessments, replacing the manual parsing of deeply nested SEC EDGAR JSON files. The interface highlights that operating cash flow scaled from $10.2B in FY2009 to $111B in FY2025, representing a 16.2% CAGR, while free cash flow peaked at $111B in FY2022. A combo chart displays operating, investing, and financing cash flows alongside a free cash flow trend line, noting a $122B financing outflow in FY2024 and an average capex intensity of 12.2%. A line chart illustrates operating cash durability, using a shaded band to represent the capital expenditure drag from FY2017 to FY2025.
What it shows:
How to unify data extraction and metric derivation to visualize long-term cash flow durability.




