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GitLab Transcend - Intelligent orchestration
Data-quality-control
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Jordan Sorokin๐ 3 karmaApr 21, 2026@Surmado Code ReviewI was impressed this tool was able to find not just bugs/formatting issues with the code itself, but also real risks in my ML pipeline such as train-test bleed through.
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AI-native OCR platform, 95%+ accuracy, zero prompt engineering, flags uncertain fields.OpenWe are a team of founders who worked before in data extraction, with traditional manual review of each document to check accuracy / errors. We are so excited about AI and the new LLM models because we have created DeepRead using those and the accuracy is 95% and we flag uncertain fields so no one has to manually review entire documents (whew), only the exceptions! We hope you try it out and please share your review, comments and feedback. Looking forward to hearing from users!
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GitLab Transcend - Intelligent orchestration
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tried quickdata on a stack of rent rolls (pdf+xls), a couple T12s and one chunky OM. setup's just an excel add in, super barebones ribbon button and it goes straight to work (no gimmicks). it mapped a lot of line items correctly and dumped them into my model fast. i like that it plugs into your existing model instead of forcing theirs. a clearer "why" for each auto category would be good.
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It is the ease of use for me. DataSquirrel is fast, the UI is super intuitive, and the guided analysis feature is highly convenient. I have officially moved from uploading CSV files from Google sheet to DataSquirrel. Within minutes, I can visualize my data and interpreting it becomes super simple.
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Transform unstructured documents into actionable data instantly.Open
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The OLD design gave me such nostalgia, i love it!!!!! 100 free tries per day is so good, really like please more!





