Start with economic events, not wallet balances. Record customer revenue, refunds, LLM calls, hosting, paid tools, advertising, transaction fees, and other attributable costs. Keep owner capital and wallet transfers separate. Net operating profit is net revenue minus direct and operating costs. Reconcile groups back to each currency total and report missing categories. A result based only on self-reported events is useful operationally, but it is not independently audited.
This material describes operational analytics, not tax, legal, financial, investment, or statutory accounting advice.