Situation
A manufacturing site exported ERP data to Excel, reshaped it, and imported it into a warehouse system. The ritual delayed inventory truth and invited transcription mistakes. Hiring more people to re-key did not remove the structural gap between systems.
Approach
A representative integration extracts from the ERP, transforms to warehouse contracts, validates before load, runs on a schedule, and logs failures with retry and notification. Humans handle exceptions; they do not carry the happy path.
Expected operational changes
Implementation scenario. Not presented as a verified client success metric pack.
- Routine transfers stop depending on a daily manual ritual
- Validation rejects bad payloads before they land in the warehouse system
- Operators investigate exceptions from logs instead of discovering drift later


