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If you are suggesting OP do this to demonstrate that their assertion is correct - that AI generated issue titles are objectively better - this is a Good Idea.

I have to guess /hope that they did this already; who would make a time investment like this without first proving that the product has value? Anyway I certainly wouldn’t even pilot it without some proof.



That’s a fun idea. I’ll have to see if I can run it on our Jira and Confluence instances to get better (or even minimal) ticket descriptions from the requirements.


You absolutely can if you add the context from correlations to Product and CX, brand tone and other bits of RAG.

You can study it all by graphing text extracts with NetworkX before you pay for an off-the-shelf LLM to provide a false sense of confidence.

The exercise will help you build the prompt regardless of what tech you use.




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