Life & fun · September 30, 2025
Document extraction with human feedback loop
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…
Document extraction with human feedback loop launched on September 30, 2025 with 7 votes, #2,024 of 8,160 launches that month and more than 75% of that year's launches.
What it does
In the maker’s words, at launch
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…
Does a similar job
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Feedback flows 2025 · feedback.plgos.com · ▲299Collect user feedback & measure analytics in just 30 seconds
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