Deterministic Guardrails
1. Exact-Cent Fee Engine Integration
Unlike generic LLMs that generate plausible-sounding but mathematically incorrect calculations, ShopProfit routes all financial deductions through verified deterministic code. If a question lacks critical parameters (such as whether shipping is free or buyer-paid), the advisor halts and requests explicit confirmation before generating reports.