Expense Classification

What this capability handles

How it works in detail.

Expense Classification keeps a mid-market company's expense data clean and policy-compliant so the month-end close is not slowed by miscategorized spend or unflagged violations. Finance teams lose time when expenses arrive in the wrong categories or breach policy without anyone noticing until reconciliation. This capability removes that friction for AP owners who need expense hygiene maintained at volume without reading every line by hand. The outcome is consistent categorization, violations caught early, and a cleaner close. It works through five stages in order. It reads each submitted expense. It categorizes the expense against your policy. It checks the expense for policy compliance. It flags violations or approves the item, and it logs the result. It runs inside your ERP or AP automation system alongside your expense tool. Its inputs are the expense lines, your policy library, the category map, and prior decisions, so its categorization stays consistent with how similar items were handled before. For each expense it produces a category assignment, a compliance check, and a flag or approval, with the reasoning recorded. The decision logic uses policy rules and category mapping to decide whether to auto-categorize an expense, flag it for review, or return it to the submitter. Exceptions are handled explicitly: policy violations, novel category patterns, and ambiguous expenses route to the AP owner rather than being forced into a category. It hands to a human on three conditions: a policy violation, a novel category, or a submitter-pattern flag. Every action is logged and reviewable, so flagged items carry their reasoning and the compliance trail holds up under audit. This capability fits teams that have their expense policy documented and a category map agreed. Where those are in place, Expense Classification maintains the hygiene that keeps reporting accurate. It handles 10-15% of role volume and contributes 10-15% of total role impact. Its primary KPI is the policy-compliance rate, with a target above 95%. It is a steady, mid-volume capability: by categorizing consistently and flagging the right exceptions, it keeps spend data reliable and frees the AP owner to focus on the cases that genuinely need judgment rather than routine sorting.