Oracle AI Data Platform : AI + ML in a Single Workflow: Intelligent Cash Forecasting
How I Built a First-of-its-Kind Treasury Intelligence Solution on OCI AI Data Platform Oracle EBS • OCI AI Data Platform • PySpark • Prophet • Google Gemini Oracle EBS is the backbone of financial operations for thousands of enterprises. It contains everything: accounts payable outflows, accounts receivable inflows, bank statement balances from Cash Management, and transaction-level detail across dozens of operating units. But that data is locked in normalized relational tables, designed for transactional processing — not analytical intelligence. Extracting meaningful cash forecasts traditionally means: • Manual SQL queries across AP, AR, and CE modules • Export to spreadsheets for time-series aggregation • Separate Python or R environments for forecasting models • Human interpretation of results before distribution Each hand-off int...
