ComingUp
Jun 11, 2026
AI & Machine Learning
automation
data extraction
document parsing
invoice processing
ocr
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About
I kept hitting the same problem: getting structured data out of invoices, receipts, and forms meant either brittle templates that broke the moment a layout changed, or hand-rolling OCR and parsing every single time. So I built Parsara. You define the fields you want once (invoice number, total, ABN, dates, whatever), upload a PDF or image, and get back clean validated JSON with a confidence score on every field. It's API-first, so you can drop it straight into a workflow. It's early, liv...
Comments (4)
what's the parsing pipeline look like under the hood? transformer-based or more traditional ocr stack?
how does it handle messy scans or weird layouts?
hard to charge premium when aws textract exists
template-free extraction is where this market needs to go
