What is the frequency at which predictions are generated for the prebuilt AI/ML models available with FDI?

What is the frequency at which predictions are generated for the prebuilt AI/ML models available with FDI?

• A. Hourly.
• B. Weekly.
• C. Real-time.
• D. Daily.

Answer: (D)

Cadence of predictions produced by prebuilt AI/ML models in Oracle FDI. Predictions from these prebuilt models are generated on a daily batch cycle. This cadence aligns with typical data refresh patterns, where source data is updated at the end of each day and then a scoring pass is run to produce fresh predictions. It provides timely insights while keeping compute costs and complexity in check, avoiding the higher resource demands of real-time streaming inference. Real-time or hourly scoring would require continuous inference infrastructure, and weekly scoring would lead to stale results. Daily predictions strike a practical balance for most business use cases.

Cadence of predictions produced by prebuilt AI/ML models in Oracle FDI.

Predictions from these prebuilt models are generated on a daily batch cycle. This cadence aligns with typical data refresh patterns, where source data is updated at the end of each day and then a scoring pass is run to produce fresh predictions. It provides timely insights while keeping compute costs and complexity in check, avoiding the higher resource demands of real-time streaming inference. Real-time or hourly scoring would require continuous inference infrastructure, and weekly scoring would lead to stale results. Daily predictions strike a practical balance for most business use cases.