Typically, the activity log provide insight into a failed training run. However in this scenario, the activity logs were greyed out and unavailable.
This issue was raised with support and engineering was engaged. It was identified that the failure was at the infrastructure level, caused by a separate service. This explained why activity logs were nulled. A fix was deployed to resolve the failures.
Customer has verified that training runs and scoring are executing properly now.