| Restaurant data detail | Available line-item and SKU fields | Often recorded as totals unless manually expanded | Extracts text without the described end-to-end accounting workflow |
| Margin analysis | Outlet, supplier, product, and SKU views | Manual consolidation and analysis | Extraction alone does not provide the described analysis layer |
| Reconciliation | AI-proposed matching and exception handling | Manual comparison of transaction lists | Not positioned as a complete reconciliation workflow |
| Traceability | Ledger entries linked to source documents | Depends on manual file organization | Extraction output is not necessarily source-linked to reporting |
| Human oversight | Qualified professional review of exceptions | Depends on the team or provider | Generic extraction does not establish accounting review |