Better ownership
Someone owns the review step instead of leaving it inside a text dump.
PIPESHOP AI
Shop-floor review tools for packet intake, check steps, and clean release records.
Switch guideCurrent packet | visible review owner | clean release record
Use OCR for capture. Use a shop review system for the real job record.
Use OCR for capture. Move to a shop process when the team needs review control, exceptions, and a release record.
Less cleanup
The shop should spend less time fixing the output after capture.
Cleaner release
The final record should be easier to trust and easier to hand off.
Shop task
Where OCR is enough
OCR is enough when the team only needs the text and nothing else.
- Text capture
- Quick lookups
- Simple extraction
Shop task
Where PipeShop AI fits better
PipeShop AI is the better fit when the shop needs a review path, not just a pile of extracted text.
- Review control
- Visible exceptions
- Cleaner release