Automation Timing Out on Large Data? Process in Batches

A workflow tested against 20 sample rows can silently time out the first time it hits a real dataset of 10,000 — most automation platforms cap how long a single execution is allowed to run.

The fix:

split large datasets into smaller batches (a few hundred items at a time) processed across multiple executions, rather than one workflow run trying to handle everything at once.