Is there a way to automate these messy job-site receipts, or is everyone just manually typing them?

Reddit - Construction 1 min read

About this article

I’ve been trying to help a friend with their bookkeeping, and the receipts coming in from the field are a nightmare—crumpled, oily, or just plain unreadable. Standard apps like Procore or Dext seem to give up the moment a receipt isn't a perfect scan. I'm a developer and I've been experimenting with an AI that's actually catching the faint ink and handwritten notes on these messy ones and pushing them straight to Excel. Before I go further with this, am I reinventing the wheel? How are you gu...

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Originally published on February 15, 2026. Curated by Construction News.

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