Carrier invoice & shipping document audit in logistics

PCF hierarchy	Element ID	Process
4.4.4	10341	Operate outbound transportation
4.4.4.2	10361	Track carrier delivery performance
4.4.4.4	10363	Process and audit carrier invoices and documents

IDs are from the APQC PCF Cross-Industry v7.4. Check them against the current v8.0 at apqc.org/pcf.

Who does this work today

Occupation (SOC)	Median $/h	Mean $/h	O*NET core tasks
43-5011 Cargo and Freight Agents	$26.31	$27.68	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.

BLS OEWS May 2025, NAICS 488500 Freight Transportation Arrangement, U.S. national. EU/CZ wages aren't included yet: Eurostat and Czech ISPV figures by occupation × industry need a separate licence and data check.

Worked scenario estimate

1500 tasks/month × 7 min × $26.31/h = $4,604.25 manual (wages only).
Agent: 1500 × ($0.48 model + $0.0068 infra) = $730.14, + review 20% × 2 min × $26.31/h = $263.10 → $993.24/month. Difference $3,611.01.

Calculator (prefilled)

FAQ

How much does carrier invoice & shipping document audit cost to do manually in logistics & freight?

In the worked scenario (1500 tasks/month at 7 min each) at the BLS May 2025 median hourly wage of $26.31 for Cargo and Freight Agents in NAICS 488500 (Freight Transportation Arrangement), the labour cost is $4,604.25/month. That is wages only: no benefits or overhead. Volumes and times are editorial estimates.

What would AI agents cost for the same work?

With Claude Sonnet 5.5 (XHigh) at $0.48/task (Zapier AutomationBench cost per task) plus infrastructure and human review of 20% of tasks, the scenario is $993.24/month. That excludes build, integration and platform fees.

How reliable is this estimate?

The wages are sourced (BLS). Task volumes, minutes per task and review rates are estimates, not measured data. Benchmark cost per task is a proxy from generic business tasks, not this exact process. Treat it as an order of magnitude.

Sources (retrieved 2026-10-16)

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.

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.

Wages: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), May 2025, national industry-specific estimates (public domain). Retrieved 2026-10-16.