Launching today
Jupid
File your taxes with Claude Code
642 followers
File your taxes with Claude Code
642 followers
No matter how powerful LLMs get, they are objectively bad at financial transactions. Context loss, inconsistent categories, no memory between sessions. Jupid fixes the data layer. Connect your bank — it learns your business and every vendor relationship once, then remembers forever. Transactions mapped to IRS Schedule C categories (~96% accuracy). Missed deductions found: $1,249/year average. File your Schedule C in 5 minutes. Works with Claude Code. Free trial + 50% off first 3 months.
Hey, Slava, congratulations with the Jupid launch!
Just for understanding, about ~96% auto-mapping to Schedule C categories, where does liability sit for the remaining 4% — and more importantly, for incorrect classifications within that 96%?
Is there a verification layer, or are users implicitly trusting a black-box financial brain?
@michael_batuev Thank you for the support, Michael! Great question about the 4%. Yes, that 4% always needs additional context from the client — because we can extract everything that's in the data, but not everything IS in the data. Sometimes you need extra context. That's why we built convenient access through any messenger — WhatsApp, iMessage. Our system can simply ask the client about missing information on the go. Once we get a response in any free form via iMessage or SMS, we turn it into proper accounting records.
Banyan AI Lite
Good luck and happy launch! Question: whoch countries do you cover and how do you make sure results are deterministic, no hallucinations or wrong calculation. You know, you better not fool around with tax authorities 😀
@davitausberlin Great question, Davit! Right now we cover the US for tax filing. As for hallucinations — yes, you have to fight them. We've built a multi-layer supervision system with cross-validation between different models, plus manual review checkpoints. You definitely don't want to mess around with tax authorities 😄
Love this!!!! Can I connect this to e.g., Zenvoice? So I do not have to sit in between the transactions and my accountant?
@wouter_rocchi Wouter, thank you! Yes, that's exactly the vision — you shouldn't have to sit in between your transactions and your accountant. Right now we integrate with QuickBooks, and we're building more integrations. The idea is that Jupid handles all the categorization and enrichment automatically, and your accountant gets clean, ready-to-use data. No more back-and-forth spreadsheets.
@slavaakulov Nice! I think in NL a lot of smaller businesses and accountants are using zenvoices. Could be worth considering if you are planning a serious market entry here.
@wouter_rocchi Yes, we’re in NL. I know a lot of smaller businesses and accountants there use Zenvoice. Thanks for the pointer — we’ll definitely take a look and maybe come up with something around that.
Curious how the onboarding feels when you have zero history. Does Jupid ask a bunch of questions upfront or just figures things out as transactions come in?
@ermakovich_sergey Great question! We've minimized onboarding questions as much as possible. Instead, we use your online presence to gather information about your company, your operations, revenue streams, whether you have offices, and so on. We build your profile from external sources before we even ask you anything.
Same approach with transactions — we gather background on most counterparties automatically. Anything that's still unclear, we ask about gradually over time, so by the end of the year you have a filing-ready context without ever sitting through a painful onboarding session
You say 'raw bank data never touches AI providers.' Can you be more specific? What exactly does the AI see vs. what stays private?
@wiltodelta To be more specific: we do not send raw bank transactions to AI providers. What we do is enrich counterparties using publicly available data based on the merchant information, without sending private details anywhere. We do not pass names, surnames, home addresses, or anything like that. The model works with your business profile and the counterparty context, not with your raw banking feed.
@iamflowell We take that part seriously. We do not feed social profiles, addresses, or similar personal details into LLMs. We work with transaction data, and that’s enough for our use case. We also have SOC 2.
Lovon AI therapy
Great product! But how does the bank connection work? Is it Plaid? And what happens if my bank isn't supported?
@thxgrey Yes, we work through Plaid. If Plaid isn’t available for your bank, we’ll soon have another integration as well. Also, Plaid supports a lot of banks and payment systems, and any spreadsheet or CSV already works with.