Issue with Machine Translation in AEM Cloud Workflow

[Kamaraj_AEM]

In AEM as a Cloud Service, I have configured a translation integration using a Microsoft subscription key. Manual translation of page content working as expected.

To automate the translation process, I created a launcher that triggers a custom workflow whenever a user updates page content.

Within this workflow, a process step initiates the translation workflow.

However, the translation method is consistently set to Human Translation, whereas I intend to use Machine Translation.

I would appreciate any guidance on how to ensure that the translation workflow uses Machine Translation instead.

Thank you in advance for your support.

In my custom workflow process step, I am using the below code

public void execute(WorkItem workItem, WorkflowSession workflowSession, MetaDataMap processArguments) throws WorkflowException {
String payloadPath = workItem.getWorkflowData().getPayload().toString();
WorkflowModel createStructureWorkflowModel = workflowSession.getModel("/etc/workflow/models/wcm-translation/create_language_copy/jcr:content/model");
Map<String, Object> workflowMetaData = new HashMap<>();
workflowMetaData.put("projectType", "add_new");
workflowMetaData.put("srcPathList", payloadPath);
workflowMetaData.put("translationProviderCredential", StringUtils.EMPTY);
workflowMetaData.put("cloudConfigPath", "/conf/global/settings/cloudconfigs/translation/msft-translation/ms-arabic-translator");
workflowMetaData.put("shallowList", "false");
workflowMetaData.put("languageList", "ar");
workflowMetaData.put("translationWorkflowModel", "/etc/workflow/models/wcm-translation/prepare_translation_project/jcr:content/model");
workflowMetaData.put("projectFolderLanguageRefCount", "1");
workflowMetaData.put("createNonEmptyAncestors", "true");
workflowMetaData.put("deep", "true");
workflowMetaData.put("cq:conf", "/conf/global");
WorkflowData workflowData = workflowSession.newWorkflowData("JCR_PATH", payloadPath);
workflowSession.startWorkflow(createStructureWorkflowModel, workflowData, workflowMetaData);


}

[arunpatidar]

Hi @Kamaraj_AEM 

Can you check what is the translation Integration configuration for /conf/global ?

You may need to create a translation Integration configuration with machine translation.

https://experienceleague.adobe.com/en/docs/experience-manager-cloud-service/content/sites/administer... 

[Kamaraj_AEM]

Hi @arunpatidar 
This is my config details

Inside the configuration , i have selected the below properties for sites. 

Also I added the this config in the language root page --> page properites--> advance tab--> cloud configuration .

Do I need to add any other configuration?

[arunpatidar]

Hi @Kamaraj_AEM 
This config looks fine.

Could you please check if you can enable the debug log for translation java apis?

[Kamaraj_AEM]

Hi @arunpatidar 
After updating the Cloud Configuration property to /conf/global in the root page properties of the target language (i.e., the Arabic root page), machine translation started working correctly.
Thank you for guiding me in the right direction.