Document OCR with Human-in-the-loop
No AI magic. Fallback + Auditability Document workflow.
Document OCR with Human-in-the-loop launched on March 13, 2026 with 1 votes, #8,013 of 23,380 launches that month.
What it does
This is a proper document workflow engineered for big Finance & Operations departments where AI+OCR helps to get 70-90% of the extraction and human-in-the-loop catches the remaining. It allows human-in-the-loop manual capturing and tracks audit log of the user's actions. This is for big companies who would love some AI/LLM magic, but still has to have fallback protocols and human-in-the-loop checks, and many products out there do not have this UX.
Does a similar job
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About the feature: We built a tool for automatically assessing business health from complex management financial documents and bank statements. In order to get this working reliably, we had to iterate extensively on the prompts for the structured output at the field level. This led us to building a feature to allow users to improve them too, and with some context engineering, we have what we are calling “feedback loops”. Here is a 2 min demo https://www.youtube.com/watch?v=ZDNlEZydoXU How it works (video runs through these steps): 1. Create a target form for your extraction…
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Source: Product Hunt launch ↗
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