Appian Document Classification AI skill

I suggest create a process that reads audit/artificial_intelligence.csv log to track the AI actions usage.

You can read AI Usage Log using readcsvlog() and apply the filter on “Object” column by passing UUID for the Document classification AI skill as the filter value.
Alternatively you can also view aggregate consumption on MyAppian
Hope this helps: Understand AI actions

For Document Classification AI Skills, the AI Action consumption is not exposed in the same way as some of the GenAI features through the process node output.

You can check the consumption through the AI Usage Log:

audit/artificial_intelligence.csv

This log is enabled by default and contains an AI Actions column, which shows the number of AI Actions consumed for each execution. It also includes information such as the Feature, Object, Execution Time Stamp, Usage Groups, etc.

For traditional ML-based features, Appian identifies Document Classification using:

appian/ml.document_classification

So this log can be used to monitor the actual AI Action consumption of Document Classification and track it against the available AI Action allocation.

How’d you get AI Skills at all in standard tier?  Has there been an update I missed?