If this sounds like your week
Slow batches get abandoned halfway—then inconsistency wins.
Throughput is not vanity when deadlines exist. process 10000+ images fast high concurrency windows 11.
Where tooling usually breaks
Underloaded CPUs while you wait are a scheduling insult.
Batch tools should saturate sensible parallelism without turning the machine unusable.