Expense Category Classification

Expense Category Classification uses AI to assign each submitted expense line to the correct GL account, cost centre, and tax category, enabling automated expense posting and policy compliance checking, by classifying receipt descriptions and merchant data against the company chart of accounts and expense policy, across expense management and accounts payable workflows.

Employees submit expense claims with manually selected GL codes and cost centres that are frequently incorrect, requiring AP specialists to re-code a significant proportion of claims before posting. Miscoded expenses distort cost centre reporting and create tax exposure when recoverable VAT is missed due to incorrect category selection.

The AI reads each expense line's description, merchant category, amount, and employee attributes and assigns the correct GL account, cost centre, and tax treatment. Employees see the auto-suggested coding at submission time and can override; AP reviewers see confidence flags on overridden codes.

Expense miscoding rate decreases; AP rework cost on expense claims decreases.

• •Chart of accounts and expense policy coding rules are documented and maintained.
• •The expense management system supports AI-suggested coding at claim entry.
• •At least 12 months of approved and correctly coded expense records are available for training.