{
 "id": "logistics/operations/carrier-invoice-and-document-audit",
 "title": "Carrier invoice & shipping document audit in logistics",
 "url": "https://costtoautomate.com/logistics/operations/carrier-invoice-and-document-audit/",
 "industry": {
  "slug": "logistics",
  "name": "Logistics & freight",
  "naics": "484 Truck Transportation; 4885 Freight Transportation Arrangement"
 },
 "function": {
  "slug": "operations",
  "name": "Operations / value chain"
 },
 "apqc_pcf_steps": [
  {
   "hierarchy_id": "4.4.4",
   "element_id": "10341",
   "name": "Operate outbound transportation",
   "pcf_version": "7.4 cross-industry"
  },
  {
   "hierarchy_id": "4.4.4.2",
   "element_id": "10361",
   "name": "Track carrier delivery performance",
   "pcf_version": "7.4 cross-industry"
  },
  {
   "hierarchy_id": "4.4.4.4",
   "element_id": "10363",
   "name": "Process and audit carrier invoices and documents",
   "pcf_version": "7.4 cross-industry"
  }
 ],
 "industry_differences": [
  "Freight brokers and forwarders reconcile carrier invoices against rate confirmations, bills of lading and proof of delivery.",
  "Typical discrepancies: accessorials, fuel surcharge and weight differences.",
  "Documents are often scanned or photographed, so OCR or vision quality matters."
 ],
 "occupations": [
  {
   "soc": "43-5011",
   "title": "Cargo and Freight Agents",
   "naics": "488500",
   "hourly_median_usd": 26.31,
   "hourly_mean_usd": 27.68,
   "onet_core_tasks": [
    "Negotiate and arrange transport of goods with shipping or freight companies.",
    "Determine method of shipment and prepare bills of lading, invoices, and other shipping documents.",
    "Track delivery progress of shipments."
   ]
  }
 ],
 "scenario": {
  "assumptions": {
   "vol": 1500,
   "humanMin": 7,
   "browserMin": 1,
   "sandboxMin": 1,
   "emails": 1,
   "reviewPct": 20,
   "reviewMin": 2
  },
  "assumptions_status": "editorial estimate (not sourced data)",
  "labor_rate_usd_per_hour": 26.31,
  "labor_rate_basis": "BLS OEWS May 2025 hourly median, wages only",
  "model": {
   "id": "sonnet55x",
   "name": "Claude Sonnet 5.5 (XHigh)",
   "cost": 0.48,
   "score": 36.83,
   "src": "Zapier AutomationBench 1.0.6",
   "url": "https://zapier.com/benchmarks"
  },
  "infra_unit_prices": {
   "browser_hr": 0.12,
   "sandbox_hr": 0.1656,
   "email": 0.002
  },
  "result_usd_per_month": {
   "infra_per_task": 0.00676,
   "ai_total": 730.14,
   "review_total": 263.1,
   "agent_total": 993.24,
   "manual_total": 4604.25,
   "difference": 3611.01
  }
 },
 "confidence": "mixed: sourced wages + estimated volumes/times",
 "apqc_cross_check": null,
 "sources_retrieved": "2026-10-16",
 "attribution": {
  "apqc": "APQC’s Process Classification Framework® (PCF) is an open standard developed by APQC, a nonprofit that promotes benchmarking and best practices worldwide. The PCF is intended to facilitate organizational improvement through process management and benchmarking, regardless of industry, size, or geography. To download the full PCF or industry-specific versions of the PCF, as well as associated measures and benchmarking, please visit www.apqc.org/pcf.",
  "onet": "This page includes information from the O*NET 31.0 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license. O*NET® is a trademark of USDOL/ETA. Cost to Automate has modified all or some of this information (selected Core task statements only; text unchanged). USDOL/ETA has not approved, endorsed, or tested these modifications.",
  "bls": "BLS OEWS May 2025, public domain"
 }
}