@sam_weaver On your second question, I feel that trust in AI systems for production environments will come from transparent reasoning and explainability. If with Plural you can show why a particular fix or upgrade path was chosen (and/or what potential side effects were ruled out), it would go a long way toward building confidence for DevOps teams.