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MongoDB - Build AI That Scales
🗄️ Database
Esg data extraction
Featured matches
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Zhou🙏 17 karmaAug 28, 2023@AirparserVery unique document parser. Works extremely well even on complex PDF tables and emails -
Really 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. -

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Viz makes the process of turning data into dashboards feel much simpler and more natural. Being able to upload or connect data, ask questions in plain language, and quickly get interactive visualizations is genuinely useful, especially for people who do not want to spend hours building dashboards manually. What I like most is that Viz feels focused: it is not just an AI chat tool, but a product designed to help users move from raw data to clear, shareable insights. Overall, it looks like a practical and intuitive tool for making data analysis faster and more accessible. -

Other tools
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It made my life so easy! It used to take me days sometimes to find the right information, tediously reading through papers to find the relevant data. Epsilon automated the entire process for me. Now, I find the relevant information in just a couple searches
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I felt there is need of more ready made templates. But, it does what it claims. I chose one question suggested by the AI agent, and it created the infographics in few seconds. It's cool. Saving it for future reference.
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was good but no longer accessible in there own words "available exclusively to qualified law enforcement agencies, enterprise users and government entities"
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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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Hi, I am the founder of the website and the email address is working correctly. Also, you can contact me on Twitter, @Swapbuilds if you get any issues. I am pretty active on social, so not creating any scamy stuff! 😅😁 I saw this now so just wanna share it.
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Open
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I use Olostep to gather data from millions of e-commerce pages for my AI shopping assistant service and it's the most cost-effective and reliable product on the market
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Extract contact data from email signatures using AI.Open -
Fintool saves hundreds of hours with its chat interface into EDGAR. It enables research projects that would otherwise require a team of financial analysts.

