First version skipped validation — garbage data corrupted the database.
First version skipped validation — garbage data corrupted the database. Added strict validation layer after week 1. One universal extraction prompt had poor accuracy — switched to document-type-specific prompts.
Observed in: Data entry operations — 97% time reduction, 4–5 min to 10–20 seconds · Data ops
Started with individual scripts per integration — fragile, nobody m….
Started with individual scripts per integration — fragile, nobody maintained them after the original author left. n8n gave engineering and business teams a shared visual layer they could both work on.
Observed in: Recruitment platform — 200 production workflows, data integrations … · Data ops
First version skipped validation step — garbage data corrupted the ….
First version skipped validation step — garbage data corrupted the database. Added strict validation layer after the first week. Also tried to process all document types with one universal prompt — accuracy was poor. Switched to document-type-specific extraction prompts.
Observed in: Data entry operations time cut 97% — from 5 minutes to 10 seconds p… · Data ops