AI MEMORY

An accountant that never forgets.

ChatGPT forgets your business between sessions. Jupid remembers every vendor, every correction, and every answer you've given — and applies that memory to every new transaction.

Vendors5 learned
VendorTxnsMonthly
Amazon Web Services
Cloud Hosting
12$247.83
Figma
Software Subscriptions
6$14.99
WeWork
Office Rent
6$450.00
Uber
Travel
8$128.40
Stripe
Revenue
24$4,210.00
Permanent vendor memory

Figma is always software. That Delta flight is always travel. Learned once, applied forever.

Answer once

Clarify a charge one time and the answer becomes a rule Jupid applies to everything that follows.

Stable books

Categories stay consistent across months and thousands of transactions — no drift, no re-work.

Not just numbers — context.

Jupid's memory holds the things a good accountant keeps in their head about your business.

Vendors and patterns

New charges from a known vendor are categorized instantly to the right Schedule C line — because Jupid has seen them before. 95.9% accurate out of the box.

Explore transaction learning
Transactions6 items
DateDescriptionAmount
01/15
Figma
ExpensesSoftware Subscriptions
-$14.99
01/15
Amazon Web Services
ExpensesCloud Hosting
-$247.83
01/16
Uber
ExpensesTravel
-$32.50
01/16
Starbucks
ExpensesMeals
-$8.45
01/17
WeWork
ExpensesOffice Rent
-$450.00
01/17
Stripe Transfer
IncomeRevenue
+$2,840.00

Your answers

When Jupid asks about an ambiguous charge, your one-tap answer isn't a one-off — it becomes part of how your books are read from then on.

J
Jupid
Ask about your finances...

Your whole business

Ask “can I write off this laptop?” or “what did I earn in March?” — Jupid answers from your actual books and history, not generic advice.

J
JupidAI Accountant
Ask your accountant anything...

Consistency you can hand to the IRS.

Memory is what keeps your books coherent over time — the same expense treated the same way, every month.

Categories that don't drift

Without memory, the same subscription lands in three different buckets across the year. With it, your spending breakdown stays comparable month over month.

Total expenses
$0
Cloud Hosting$00%
Office Rent$00%
Software$00%
Travel$00%
Meals & Entertainment$00%
Other$00%

Reports built on remembered context

P&L and spending reports draw on months of consistent categorization — so the numbers mean something, and your Schedule C adds up.

Revenue
Client Projects$0
SaaS Revenue$0
Consulting$0
Total Revenue$0
Expenses
Cloud Hosting (AWS)-$0
Software Subscriptions-$0
Office & Coworking-$0
Travel-$0
Total Expenses-$0
Net Profit$0
54.5% margin

For freelancers and LLCs

Connect your bank and watch your books categorize themselves in minutes. First 100 transactions free.

Try Jupid free

For banks and credit unions

Offer Jupid to your business members as a white-label AI accountant — LLC formation, bookkeeping, and tax prep inside your digital banking.

Partner with us