AWS Glue Flex flexible execution class is not appropriate for time-sensitive workloads that require consistent job start and run times, or for jobs that must complete execution by a specific time. AWS Glue Flex is also not recommended for long-running data integration workloads because they are more likely to get interrupted, resulting in frequent cancellations.