Investigate if and how WatsonX can be integrated with the Konflux UI to provide value to the user. The purpose of this EPIC is to produce a PoC how it could work and look like. We do not have to teach WatsonX or other AI system, as usefulness of the AI output itself is not part of the PoC, but it would be nice if the output is useful.

Leading two ideas we can investigate are:

• Chatbot in the UI (The idea is the the bot similar to the #konflux-users bot would be moved closer to the users)
• UI shows you an assessment produced by the AI of what went wrong if your pipelinerun fails (AI based diagnostics)

Work doc: https://docs.google.com/document/d/1k9-X9snknck2LXKe1iQ7Ck-U_zk9y7037wMyIkdzMws/edit?tab=t.0