Jupid fixes the biggest limitation of LLMs in finance by building a smart data layer that understands and remembers your business. Connect your bank and it learns every vendor relationship while automatically categorizing transactions with around 96% accuracy for Schedule C. Discover missed deductions, save over a thousand dollars yearly on average, and file in minutes. Works with Claude Code and includes a free trial plus early discount.