How can message ordering affect system design?

Some workflows require messages to be processed in a meaningful order, while others do not. Parallel consumers and partitioned brokers can cause messages to complete in a different order from which they were produced.

If ordering is required, define its scope, such as per customer or per order, rather than demanding global ordering unnecessarily. Partition keys, sequence numbers, optimistic concurrency, or state validation can help preserve correctness.