{
 "id": "manufacturing/finance/ap-invoice-processing",
 "title": "AP invoice processing in manufacturing",
 "url": "https://costtoautomate.com/manufacturing/finance/ap-invoice-processing/",
 "industry": {
  "slug": "manufacturing",
  "name": "Manufacturing",
  "naics": "332 Fabricated Metal Product Manufacturing (wave-1 proxy for manufacturing)"
 },
 "function": {
  "slug": "finance",
  "name": "Finance"
 },
 "apqc_pcf_steps": [
  {
   "hierarchy_id": "9.6.1",
   "element_id": "10756",
   "name": "Process accounts payable (AP)",
   "pcf_version": "7.4 cross-industry"
  },
  {
   "hierarchy_id": "9.6.1.1",
   "element_id": "10869",
   "name": "Verify AP pay file with purchase order vendor master file",
   "pcf_version": "7.4 cross-industry"
  },
  {
   "hierarchy_id": "9.6.1.3",
   "element_id": "10871",
   "name": "Audit invoices and key data in AP system",
   "pcf_version": "7.4 cross-industry"
  },
  {
   "hierarchy_id": "9.6.1.4",
   "element_id": "10872",
   "name": "Approve payments",
   "pcf_version": "7.4 cross-industry"
  },
  {
   "hierarchy_id": "9.6.1.7",
   "element_id": "10875",
   "name": "Research/Resolve payable exceptions",
   "pcf_version": "7.4 cross-industry"
  },
  {
   "hierarchy_id": "9.6.1.9",
   "element_id": "10877",
   "name": "Respond to AP inquiries",
   "pcf_version": "7.4 cross-industry"
  }
 ],
 "industry_differences": [
  "Raw-material and component invoices are usually matched three ways: PO, goods receipt and invoice.",
  "Price and quantity variances against the PO are the main exception type.",
  "Partial deliveries mean one PO can produce several invoices."
 ],
 "occupations": [
  {
   "soc": "43-3031",
   "title": "Bookkeeping, Accounting, and Auditing Clerks",
   "naics": "332000",
   "hourly_median_usd": 25.14,
   "hourly_mean_usd": 26.47,
   "onet_core_tasks": [
    "Operate computers programmed with accounting software to record, store, and analyze information.",
    "Check figures, postings, and documents for correct entry, mathematical accuracy, and proper codes.",
    "Comply with federal, state, and company policies, procedures, and regulations."
   ]
  }
 ],
 "scenario": {
  "assumptions": {
   "vol": 1200,
   "humanMin": 5,
   "browserMin": 0,
   "sandboxMin": 1,
   "emails": 1,
   "reviewPct": 15,
   "reviewMin": 2
  },
  "assumptions_status": "editorial estimate (not sourced data)",
  "labor_rate_usd_per_hour": 25.14,
  "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": 0.00476,
   "ai_total": 581.71,
   "review_total": 150.84,
   "agent_total": 732.55,
   "manual_total": 2514.0,
   "difference": 1781.45
  }
 },
 "confidence": "mixed: sourced wages + estimated volumes/times",
 "apqc_cross_check": {
  "measure": "Total cost to perform 'process accounts payable (AP)' per invoice processed, cross-industry median",
  "value_usd": 6.0,
  "sample": 5846,
  "url": "https://www.apqc.org/What-Is-the-Average-Cost-to-Process-an-Invoice"
 },
 "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"
 }
}