The Categorization Challenge

Every business processes hundreds or thousands of transactions monthly. Each must be assigned to the correct general ledger account, cost center, and potentially project code. Manual categorization is slow, inconsistent (different bookkeepers may code the same transaction differently), and error-prone — especially for ambiguous items.

Building an AI Categorization System

Step 1: Define Your Chart of Accounts Context AI needs to understand your specific chart of accounts, not generic accounting categories. Provide it with:

CHART OF ACCOUNTS CONTEXT:
- 5100: Cost of Goods Sold - Materials
- 5200: Cost of Goods Sold - Labor
- 5300: Cost of Goods Sold - Overhead
- 6100: Salaries & Wages
- 6200: Employee Benefits
- 6300: Rent & Occupancy
- 6400: Office Supplies & Expenses
- 6500: Professional Services
- 6600: Marketing & Advertising
- 6700: Travel & Entertainment
- 6800: Technology & Software
- 6900: Insurance
- 7000: Depreciation & Amortization