Launching today
Jupid
File your taxes with Claude Code
498 followers
File your taxes with Claude Code
498 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.
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.
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
Spiritme
What about using an LLM with a vector database for persistent context? Seems like that would solve the memory problem without a new product.
@nikita_bogdanov1 Great technical question. Vector search helps with recall but doesn't solve the categorization consistency problem. You need structured vendor-to-category mappings that update deterministically, not probabilistic retrieval. We tried the RAG approach early on - it hallucinates categories at scale. The data layer we built is more like a traditional database with LLM-powered onboarding, not a vector search.
Skala
This solves a pain I've been feeling for a while. I dumped my bank CSV into Claude last month and it was great at first, but by the 200th transaction it was categorizing Uber rides as 'Office Supplies.' How does Jupid keep accuracy high across thousands of transactions?
@danilakropotkin Great question! Our innovation is that we don't work with transactions directly — we work with your counterparties. When we understand the background and context of who you're doing business with, assigning the correct category becomes straightforward, because the relationship between your company and the counterparty IS the economic essence of the transaction. That's how we maintain high accuracy across thousands of transactions.
Documentation.AI
Hey @slavaakulov Congratulations on the launch. Is Jupid available for c-corps as well?
@roopreddy Thanks, Roop! Yes, it works for C-Corps as well. If you use pass-through filing, it doesn't matter what corporate structure you have — we support it.
Venture Roof
The 'Works in Claude Code' angle is interesting. What does that actually look like in practice?
@dimakim You open Claude Code in your project, and you can ask things like 'what were my top 5 expenses last month?' or 'am I on track for quarterly estimated taxes?' - using your real bank data, not hypotheticals. It's your financial data available as context wherever you code. For founders who live in the terminal, it means never switching to a separate accounting app.
I already use claude code a lot for my tax calculation, but looking forward to close the gap and solve it end to end with agents. Best of luck!
@arseny_info Would love to have you as one of our first users, Arseny! Unfortunately, for now we only connect to US banks via Plaid. However, we work perfectly with any CSV exports — you can just drop your bank statements and we'll process them as if it were a regular bank connection.