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teched2025-DA265

An SAP TechEd 2025 workshop on Just Ask, the engine behind Joule, asking models in SAP Analytics Cloud and SAP Business Data Cloud questions in natural language.

Eight exercises take two roles — a Workzone user and an information consumer — through asking an analytical model questions in natural language, through Joule in a standalone application and inside SAP Analytics Cloud. Just Ask is the engine underneath, which the README calls the intelligent engine behind Joule. The later exercises change the underlying data model and refine the Just Ask setup, then cover indexing, compare Joule inside and outside SAP Analytics Cloud and end on AI-assisted commenting. It works against a standard SAP Analytics Cloud acquired model rather than the tunnel connection to SAP Datasphere, which the README says is in beta and was not available at TechEd, and states that the lessons apply to acquired models and to the planned tunnel alike.

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Facts

Last pushLicenceApache-2.0

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BTP/BAIP
Demonstrates
Analytic modellingBTPAnalytic modellingcapabilityDefining what an analytical client actually reads — the multi-dimensional layer between stored rows and a chart: measures, dimensions, hierarchies, filters and parameters, and the associations somebody navigates them by. Distinct from [analytical queries](capability:analytical-queries), which is a service answering the request a chart sends, and from [loading a warehouse](capability:warehouse-loading), which fills the tables underneath it.
Requires
SAP Analytics CloudSAP Analytics Cloudartifactthe tenant that holds the acquired model the exercises ask questions of, with AI-assisted features enabled and its users synchronised with SAP Build.Joule StudioJoule Studioartifactthe part of the SAP Build environment the README requires alongside SAP Analytics Cloud.SAP Business Data CloudSAP Business Data Cloudartifactthe formation the SAP Analytics Cloud tenant has to be part of for Just Ask to index its models.SAP DatasphereSAP Datasphereartifactincluded in that formation; the workshop itself does not connect to it, because the README says the tunnel connection is in beta.

Who is behind it

SAP SamplesSAP SamplesOrganisationMaintains this
In the atlas: maintains 222@SAP-samplesmaintainerAjay SorengPersonContributes to this
In the atlas: contributes to 36@ajaysorengMatthew ShawPersonContributes to this
In the atlas: contributes to 2@MattShawOnBI2 contributors

What it declares

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Workshop or CodeJam material

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teched2025-DA265 connectionsteched2025-DA265PROVIDES→ demonstrates1demonstrates authoredAnalytic modellingNEEDS→ needs4needs stated the part of the SAP Build environment the README requires alongside SAP Analytics Cloud. SAP-samples/teched2025-DA265 — README, Requirements: https://github.com/SAP-samples/teched2025-DA265Joule Studioneeds stated the tenant that holds the acquired model the exercises ask questions of, with AI-assisted features enabled and its users synchronised with SAP Build. SAP-samples/teched2025-DA265 — README, Requirements: https://github.com/SAP-samples/teched2025-DA265 SAP-samples/teched2025-DA265 — README, Requirements: https://github.com/SAP-samples/teched2025-DA265SAP Analytics Cloudneeds stated the formation the SAP Analytics Cloud tenant has to be part of for Just Ask to index its models. SAP-samples/teched2025-DA265 — README, Requirements: https://github.com/SAP-samples/teched2025-DA265SAP Business Data Cloudneeds stated included in that formation; the workshop itself does not connect to it, because the README says the tunnel connection is in beta. SAP-samples/teched2025-DA265 — README, Requirements: https://github.com/SAP-samples/teched2025-DA265 SAP-samples/teched2025-DA265 — README, Requirements: https://github.com/SAP-samples/teched2025-DA265SAP Datasphere

README

quoted from SAP-samples/teched2025-DA265 under Apache-2.0, read
SAP-samples/teched2025-DA265/README.mdOn GitHub

DA265 - Discover AI in SAP Business Data Cloud with Joule

Description

This repository contains the material for the SAP TechEd 2025 session called DA254 - Discover AI in SAP Business Data Cloud with Joule.

Overview

Join us for an engaging workshop designed to empower your users by unlocking the full potential of AI and natural language processing. Discover how to extract valuable analytical insights from your data models, whether stored in SAP Analytics Cloud or SAP Business Data Cloud. Your users can seamlessly access information—either as casual consumers through Joule in standalone applications or integrated directly within SAP Analytics Cloud.

Experience Joule in action outside of SAP Analytics Cloud, within SAP Workzone, to see how effortlessly it delivers powerful analytics. Learn how Just Ask, the intelligent engine behind Joule, drives this innovative experience.

After exploring Just Ask, you'll be guided through enhancing your underlying data model and refining the Just Ask setup. This will optimise both the user experience and adoption of Joule and Just Ask, making insight discovery simpler and more efficient than ever.

Throughout the workshop, you'll gain best practices and valuable insights to maximise your data strategy.

Cap it all off by leveraging one of the many AI-assisted features for intelligent commentary support, elevating your analytics capabilities to new heights.

Requirements:

  • A SAP Build environment that includes Joule Studio and SAP Analytics Cloud.
    • SAP Analytics Cloud must be part of a Business Data Cloud Formation, which includes SAP Datasphere, to support a planned ‘tunnel’ connection for Just Ask to index BDC models.
  • User synchronisation is required between SAP Build and SAP Analytics Cloud.
  • SAP Analytics Cloud has enabled AI-assisted features.
  • Both SAC and SAP Build utilise the same Identity Authentication service.

This workshop does not connect to SAP Datasphere, as the ‘tunnel’ connection between SAP Analytics Cloud and SAP Datasphere is currently in beta and not available at TechEd. Instead, a standard SAP Analytics Cloud acquired model is used. The planned ‘tunnel’ will enable model indexing, like that of acquired models. Lessons learned and best practices are applicable to both current acquired models and the planned future ‘tunnel’ connection, which is also expected to index Business Data Cloud models.

Related SAP help guides

Exercises

Contributing

Please read the CONTRIBUTING.md to understand the contribution guidelines.

Code of Conduct

Please read the SAP Open Source Code of Conduct.

How to obtain support

Support for the content in this repository is available during the actual time of the online session for which this content has been designed. Otherwise, you may request support via the Issues tab.

This session is currently scheduled:

  • Berlin, Germany - 5th November 2025, 2.30 pm local time

License

Copyright (c) 2024 SAP SE or an SAP affiliate company. All rights reserved. This project is licensed under the Apache Software License, version 2.0 except as noted otherwise in the LICENSE file.

Apache-2.0, read

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Ajay SorengMatthew Shaw

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