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Jupid

File your taxes with Claude Code

Fintech
Accounting

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.

Top comment

Hey Product Hunt! I'm Slava, CEO of Jupid. I co-founded Anna Money (100K+ users, CNBC top UK fintech). At Anna Money I was COO — ran everything from product to finances. We had 15,000 active clients running on autopilot with just one accountant. I've been automating accounting for 5 years — first for Anna Money, then for my own companies. When Claude and GPT-4 arrived, I made four decisions: I will never manually categorize a transaction again. I will never attach a receipt by hand. I will never open Excel for my books. I will never use another interface that limits me and forces manual data work. I have dyslexia. Working with rows of numbers in traditional accounting interfaces isn't just tedious — it's genuine mental pain. So I didn't optimize the old workflow. I eliminated it. I built a product where I can just chat — by voice or text. It understands my business, my vendors, my context. And it never forgets. My accountant gets what he needs in 5 minutes. This isn't a preference. It was a necessity. But when you build for necessity, you build something better for everyone. So why does Jupid exist? Because any LLM — Claude Code, Cursor, ChatGPT — is already smarter than any accounting software for working with your data. You can categorize, analyze, generate reports. Out of the box. But the real problem isn't intelligence. It's context. Dump 1,000 transactions into Claude — works great for the first 50. By #300, it loses track. Same vendor, different category. Next month — start over. Your accountant needs data in IRS categories, ready for QuickBooks. No LLM does that automatically. I spent years solving this. Built a system that understands each vendor relationship independently — learns once, remembers forever. New transactions land in the right context. It never overflows, never resets, never drifts. Now I've made it a product. What Jupid does: • Connects your bank (real-time) or takes CSV • Learns your business + every vendor relationship • Maps transactions to IRS Schedule C categories (~96%) • Finds missed deductions ($1,249/year average) • P&L, cash flow, balance sheet, Schedule C — instant • File your Schedule C in 5 minutes, not 5 hours Works everywhere you already are: • AI tools: Claude Code, Cursor, ChatGPT • Chat: Telegram, WhatsApp, iMessage • Just type — or talk. Voice works perfectly. • Raw bank data never touches AI providers — everything is pre-processed first No new interface. No accounting software. No bookkeeper. Just your voice, your chat, and a financial brain that never forgets. PRODUCTHUNT = 50% off first 3 months. How many of you have tried doing books in Claude or Cursor? At what point did it break down?

Comment highlights

I saw a meme on LinkedIn about this, but damn, this looks like the real deal

How do you ensure deterministic results when Claude is handling actual tax calculations, is there a verification layer that catches hallucinated numbers before filing? Really bold product idea!

@slavaakulov I use PayPal for a lot of freelance payments. PayPal transactions in my bank show as 'PAYPAL *TRANSFER' with no detail. How does Jupid handle that?

Hey, congrats with the launch!

Is it adoptable for different countries? And will it work for me when I’m actively nomading?

What if I own 2 S-Corps and an LLC? I have no employees though.. it’s just me. Do I need to pay $50 per business? Or are they all covered under the one?

Great product! But how does the bank connection work? Is it Plaid? And what happens if my bank isn't supported?

LOVE this idea! I am looking for a similar tool for my personal taxes. Would Jupid be a good fit or do you suggest an alternative tool?

The vendor relationship memory approach is clever. I've hit the exact context drift problem — paste 6 months of transactions into Claude, works great until it starts re-categorizing the same coffee shop three different ways. Modeling context around counterparties instead of individual rows is a much smarter data structure for this.

Really cool @slavaakulov, which countries are operational? Can I try it for filing in India?

How do you ensure sensitive data is protected and PII is secure. Love the idea but everyone should be concerned about data. Stop feeding LLMs your social and address

You say 'raw bank data never touches AI providers.' Can you be more specific? What exactly does the AI see vs. what stays private?

I know this might sound silly, but this was right on time. In my country, today is the last day to file your taxes 🇳🇬. Does this work world or do we have restrictions? Most times, we always do.

Congrats @slavaakulov and the team 🚀

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?

Love this!!!! Can I connect this to e.g., Zenvoice? So I do not have to sit in between the transactions and my accountant?