Ledger-based accounting
Every transaction, chop, expense, deposit, cashout, and markup adjustment lives in an append-only ledger. Per-player balances reconcile from the ledger, not from a spreadsheet that drifts. Open balance, profit chop, deposit record, makeup — all tracked as discrete entry types with their own audit rules.