| Labour matches SimPro WO hours times contractor rate | Manual: open WO in SimPro, compare invoice, calculate | Auto-validated, flagged on variance | Rates and pre-approved hours from SimPro itself. Variance triggers review queue with the variance amount highlighted. |
| Material totals under SimPro job-type cap | Manual: check cap, sum invoice materials | Auto-validated against SimPro job-type config | Caps from SimPro job-type. Material totals from invoice. Above cap, flag the invoice with the overage amount. |
| Photos attached in email or already in SimPro WO | Manual: open WO, check photos field | Auto-checked against SimPro WO | AI queries the SimPro WO for existing photos. If none in email and none in SimPro, flag the invoice. Reduces "I added photos to the job but forgot to email them" friction. |
| SWMS marked complete in SimPro for attended dates | Manual: cross-check in SimPro safety section | Auto-checked against SimPro SWMS records | For each invoiced date, AI checks the contractor's SWMS record in SimPro. Incomplete SWMS flags the invoice with "SWMS incomplete for [date]". |
| New contractor format handled automatically | Office manager re-trains team | LLM adapts, often with one review-queue confirmation | First invoice from new contractor or new template may land in review queue with "new format, confirm extraction" prompt. Subsequent invoices auto-process. |
| Work-order number matching (tolerant of formatting) | Often fails if WO# format slightly off | Fuzzy-match with confirmation | Contractor writes "WO-12345" or "Job 12345" or "#12345". AI matches to SimPro WO 12345. Ambiguous matches flag for review. |
| Auto-receipt to multiple SimPro divisions / branches | Manual switching between SimPro views | Auto-routes to correct division | For SimPro deployments with multiple divisions, AI receipts to the correct division based on the work-order data. |
| Weekly SimPro auto-reconciliation digest | Manual GM check of WO status | Weekly auto-digest | Weekly summary: invoices received, auto-receipted vs reviewed, top exceptions by contractor, WOs receipted vs still open. GM gets the snapshot, not the work. |