How does Jupid ensure the accuracy of its AI categorization for tax purposes?
Jupid achieves 96% categorization accuracy out of the box and improves to 99.9% after training. It uses vendor memory, learns specific business patterns, and maps every category directly to IRS Schedule C lines to ensure tax compliance and accuracy.
Can Jupid integrate with my existing accounting workflow if I already have a CPA?
Yes, Jupid is designed to complement existing CPA relationships. It handles the categorization and organization, providing your accountant with clean, structured data, which can potentially cut their billable hours in half.
What kind of financial reports can I generate with Jupid, beyond the Schedule C?
Beyond the automatic Schedule C generation, Jupid allows users to query their books from the terminal using LLM tools like Claude Code to generate any custom report with a prompt, such as 'Show me subscription spending in February 2026,' without needing templates.
How does Jupid handle transactions that require more context for categorization?
When a transaction needs additional context, Jupid will proactively ask for clarification in plain English via chat (e.g., WhatsApp or iMessage). Users can then provide the necessary information with a simple tap, ensuring accurate categorization without switching apps or logging in.
Does Jupid support both federal and state tax filings?
Yes, Jupid supports federal tax filing and all 50 states. Its system automatically handles state-specific requirements, though state filing fees for things like LLC formation or annual reports are paid separately when applicable.
Is it possible to use Jupid without connecting my bank account?
Yes, while bank connection is recommended for automatic transaction syncing, you can start by uploading a bank export via CSV. Jupid will categorize it the same way as if it were connected directly.