Expense Tracker

To categorize expenses and generate a budget variance report, input raw transactions so the system can classify them by merchant, compare actual spending against monthly targets, and output rounded summaries with usage context.

Detecting recurring subscriptions and duplicate charges requires analyzing transaction descriptions for recurring patterns and anomalies. The system flags these charges automatically when processing monthly spending trends.

Yes, you can use this expense categorization tool for small-team budgeting workflows. It processes team spending by assigning transactions to logical groups and comparing planned versus actual monthly budget usage.

The best way to compare spending trends between months is to process current and previous period transactions together. The system calculates budget-usage context and outputs trend comparisons with two-decimal rounding.

Merchant analysis for expense categorization works by parsing merchant names and transaction descriptions to assign each expense to logical groups like food, transport, or software, producing accurate weekly summaries.

Budget variance alerts may not trigger if monthly target thresholds are not properly defined in the input data. The system flags thresholds only when it can compare planned versus actual spending during categorization.