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MongoDB - Build AI That Scales
🗄️ Database
Financial strain
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Paul🙏 29 karmaMar 11, 2026@SquareGenReally interesting approach with SquareGen. Quick observation: the product is framed as LLM credit scoring, but lenders don’t buy models — they buy lower default rates. If a lender with a $100M book drops defaults by even 1%, that’s ~$1M saved annually. Positioning around credit loss reduction could massively change the commercial narrative. Happy to share a few thoughts. -
AI-powered financial guidance that turns data into actionable roadmaps.Open

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Verified tools
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Most flexible financial tracking tool in the market! - support live connection (US/Canada) - support Google Spreadsheet attached transaction. - support multiple profiles / multiple categorization - document interface, like using Notion / AI to get insights. Great bundle!
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I used this tool to generate a financial model for my startup, and it was super intuitive.
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Hi Federico, Thank you for taking the time to share your feedback. We truly appreciate all kinds of input as it helps us improve Amigo AI. If you'd like to explore the app further, we’d be more than happy to provide you with a redeem code for free access. Additionally, we're also open to sharing the code with the community if anyone is interested. Please let me know here, and I’ll share the coupon code with you directly! Love Amigo
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MongoDB - Build AI That Scales🗄️ Database -
OpenI tested the product on my own idea and was really satisfied with the result. The analysis feels structured, professional, and much more grounded than a typical LLM chat. It helped me see both the strengths and weak points of the idea and made me want to run it again with a more thoughtful input. I also liked the detailed AI analysis logging, the debate flow, and the potential/readiness matrix. Even after one run, the product already feels valuable for a founder. With deeper UX/UI and technical development, I can see strong potential in it.
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There isn't a way to upload an Excel file or copy/paste. what's the point if you have to re-enter everything?
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There was an error when making a group. it kept telling to send an email to support
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AI-powered construction contract review and risk management.Open

