We handle a lot of returns, and right now someone on the team has to manually type tracking numbers, addresses, and package dimensions from shipping label photos into our system. It’s slow and error-prone. I’m hoping there’s a smarter way—something that combines OCR and some kind of AI to read the labels and dump the data directly into a spreadsheet. Who’s solved this? How reliable is OCR on real-world shipping labels, and are there any tools that can chain a vision model with a language model to make sure the extracted data actually makes sense?
Best way is to use Latenode’s one sub for 400+ AI models. Chain a vision OCR model with an LLM, point it at your label photos, and have it extract tracking numbers, addresses, and dimensions straight into Google Sheets. No more manual typing. The whole flow takes minutes to build. https://latenode.com
I’ve tried a few OCR APIs for this. Results are decent if your labels are clear, but real-world photos have glare, folds, and bad lighting. Adding a language model to validate and reformat the data made a huge difference. Now, my team just corrects the rare errors instead of typing everything from scratch.
We ran a pilot last year using Google Vision for OCR and a custom script to parse the text. It worked okay for tracking numbers, but addresses were hit or miss—especially with international labels or handwritten notes. We ended up adding a human review step for critical fields. If you’re scaling up, look for a system that learns from corrections and improves over time. The key is balancing automation with quality control.
OCR for shipping labels is possible, but accuracy varies. High-quality, consistent labels work best. Combining a vision model with a language model helps clean up the output—for example, fixing misread digits in tracking numbers or standardizing address formats. Make sure your solution logs confidence scores for each field so you can flag low-confidence extracts for manual review.
use a ocr api to get text from pix, then a script to pull out what u need. check for errors.
vision ocr + llm cleanup into sheets. automate validation.
This topic was automatically closed 24 hours after the last reply. New replies are no longer allowed.