Why Cost-Allocation Accuracy Matters More Than Hours Saved
Speed framing mistakes the deliverable. Cost allocation determines Medicare settlement; the deterministic-engine principle (AI classifies, determinism calculates) makes the math reproducible and traces every output back to its inputs. 5-item evaluation checklist for cost-report tooling: audit-trail / Decimal arithmetic / step-down methodology fidelity / reproducibility / cross-worksheet reconciliation.