Classification follows a cascade: prior decisions, vendor patterns, rules, AI proposals. Overrides become future knowledge.
Lines are classified in order of decreasing determinism. The system tries the most reliable source first.
AI assists classification. It does not run the books. AI never writes directly to the ledger. AI never overrides accountant decisions. AI never finalizes a commit. Confidence below 70% is always flagged.
Classification assistance with visible reasoning.