What if SAP RPT could find the right context for your prediction—without your application having to prepare it every time?

In my previous blog, I explored how SAP RPT can be used to predict the right freight carrier in SAP Transportation Management.

In this follow-up, I take the next step with SAP RPT 1.5 and Tabular Orchestration.

The key question is: How can we simplify the integration between an enterprise application, historical tabular data, and a tabular foundation model?

In this blog, I walk through a practical SAP TM proof of concept covering:

🔹 How Tabular Orchestration works
🔹 Data Destinations, Tabular Artifacts, and Scenario Configuration
🔹 How relevant historical context is retrieved for prediction
🔹 Integrating Tabular Orchestration with an SAP TM process controller
🔹 Using RPT 1.5 to predict a freight carrier
🔹 The actual results from the proof of concept

The goal is to provide a simple introduction to Tabular Orchestration and show how it can help bring tabular AI predictions closer to real-world enterprise business processes.

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