This engine operates strictly as an autonomous deterministic computational model for technological FinOps estimations. Outputs do not constitute registered financial, tax, or legal advice under US SEC, FINRA, or EU MiCA regulations. All calculations are conducted locally within client volatile memory without persistent caching or external telemetric transmission. Voluntary micro-settlements made via the Solana node represent non-contractual technological attestations.