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Model with AI in Objects and Events

This feature is currently available as a Private Preview only

During a Private Preview, only customers who have agreed to our Private Preview usage agreements can access this feature. Additionally, the features documented here are subject to change and / or cancellation, so they may not be available to all users in future.

For more information about our Private Preview releases, including the level of Support offered with them, see: Feature release types.

The AI-powered Celonis Assistant in the Objects and Events module generates customized object-centric data models by evaluating your operational intent against your available source data. Use the conversational chat interface to build, iterate, and refine objects, events, attributes, and relationships without manual schema configuration.

Seeding the assistant with specific process parameters allows you to rapidly stand up an Object-Centric Data Model (OCDM). For example, a data engineer can describe a complex global Procurement or Order-to-Cash lifecycle to automatically isolate purchasing variations, capture supplier bottleneck events, and map invoice relationships across disparate ERP source lines.

Creating the initial model

To create the initial model for your team:

  1. To access the Celonis Assistant, click the Celonis Assistant button on the menu and then use the dropdown at the bottom to select "Model with AI".

    model_with_ai.png

  2. Use the chat feature to describe your request or use case in the prompt field in the chat window on the left. Click the icon to upload any attachments such as diagrams or process flows that help describe what you need in your model.

    Screenshot showing an example of the data modeling assistant being used to suggest objects and events based on a use case.

  3. Click Submit. The Celonis Assistant will build the initial model based on your inputs. For each build, the Celonis Assistant will indicate the number of objects and events created for this model.

The Celonis Assistant will create an initial model that serves as the starting point for your OCDM model. You can then continue using the chat functionality to adjust the recommended data model by adding, removing, or configuring the objects and events in the initial model.

Refining the model and publishing

The initial model from the Celonis Assistant is a starting template, not a finished product. Using the chat functionality, you can refine it by adding context, modifying or removing objects and events, and introducing new ones as needed. This lets you incrementally shape the model by describing your requirements to the Celonis Assistant rather than building it from scratch.

Each time you submit a message to the Celonis Assistant with more information, the model will be regenerated based on your request. The explanation of the current model will be updated in the chat to explain what objects and events are included, the associated attributes, and a description of the primary relationships in the model.

Note

You will still be able to view previous iterations of the model in the chat and return to those configurations if a change doesn’t have the expected result by clicking the Switch to this result button.

Screenshot of the Data Modeling Assistant showing previous versions of the build in the chat window.

Once you are satisfied with the configuration of your model, you can add the  currently displayed model directly into your environment by clicking the Build result button. If you revert to a previous version of the model and then click the Build result button, that previous version you selected will be built into your environment.

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