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AI Solution Inventor

Case Type Generator uses GPT-4 to create the components of a Case Type, including: Milestone Diagram, MDM Model (fields, dictionaries, forms, and searches), Resolution Codes, and Case Party.


Configuration of AI Inventor

  1. On the top right, navigate to 

    cog
     → Application Studio → <<solution>>

  2. Navigate to Environment Preferences → Environment Variables from the left-hand navigation menu.
  3. Click the pencil button to edit an environment variable and configure these Environment Variables to be used for the AI Solution Inventor.

    Variable NameDescriptionExample
    AI_AZURE_ENDPOINT_URI The endpoint for your Azure OpenAI Service resource https://{environment}.openai.azure.com/
    AI_AZURE_KEYThe access key for your Azure OpenAI Service resource
    AI_AZURE_DEPLOYMENT_NAME The name of your deployment model GPT-4-Turbo
    AI_INVENT_BUTTON_ENABLED Should be 1 to use Invent App in DCM

  4. Currently, this prototype generates simplified versions of the Case Types, Milestones, Data Models, Case Resolution Codes, Case Parties, and Dictionary(lists). If you accept generated components, you can automatically create them in DCM (press the button "Generate Entities").

Steps

  1. On the top right, navigate to 
     → <<your solution>>
  2. On the left, navigate to 
     → Setup
  3. Navigate to AI → AI Solution Inventor (2).
  4. In the Describe the use-case (3) add the prompt describing the type of case you want to create. For example, "Complaints case management system for clothing retailer".

  5. Click the Invent Solution (4) button to start the process. It may take 5-10 minutes, depending on the complexity of the prompt inserted.
  6. When the process is finished, you will see the template for the Case Type that defines the structure of a case. This will include the Workflow, Transitions, Resolution Codes, Fields, and People.
  7. If the templates comply with the prompt inserted, click the Generate Entities button to create the case type(s) in your DSCM Solution.
  8. After a couple of minutes, the case type(s) and all the additional objects will be created.
  9. Navigate to Case Setup → Case Types to check the Case Type(s) created. In our example, Product Complaint, Service Complaint, and Delivery Issue Complaint.
  10. Open the Milestone Diagram for the Product Complaint case type to validate the workflow created.
  11. Open the Data Model for the Product Complaint case type to validate the fields created.
  12. And finally, validate the Case Party (People Involved) created for the Product Complaint case type.

Important: You must deploy all case types for use in runtime.


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