Implementing End-to-End Automation with Selenium in Appian

We're planning to implement end-to-end automation using Selenium and are facing challenges due to missing IDs on DOM elements for each control. Typically, web applications have unique IDs assigned to each control, which facilitates automation by allowing scripts to find and interact with controls to perform actions like clicking and sending keys.
However, we haven't found a way to achieve this in Appian. Any guidance or assistance would be greatly appreciated.

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