The image shows an Oracle Data Lakehouse containing AI forecasting, Data Lake (Object Storage), Data Integration, and Autonomous Data Warehouse.

1. Structured and semi-structured data from an Allocations Application flows into the data lake (object storage).
2. OCI Data Integration reads information from the data lakehouse, invokes AI capabilities (provided by OCI Forecasting) and pushes the insights into Autonomous Data Warehouse.
3. The forecast includes predictions, confidence intervals, plus local and global influencing factors such as promotions, prices, weather conditions that predict problems with the current allocation plan.
4. The structured insights can now be visualized using Oracle Analytics Cloud and exported back to the packaged allocations application.