Can AI Compare Freight Rates From Several Carriers?

说明与用途

AI 自动从不同格式的文件中提取发货参数，与承运人费率表匹配，并计算含利润的到岸成本，将处理时间从数小时缩短至 90 秒。

问题

Freight rate comparison across multiple carriers is slow and error‑prone because each carrier supplies rates in different formats, requiring manual extraction and spreadsheet entry.

结果

The AI system reduces handling time of an emailed load tender from up to four hours to 90 seconds, cuts invoice processing time by 70 %, and achieves 90 % accuracy in invoice extraction, yielding 25‑30 % cost savings.

工作流

• 1. Receive inbound freight inquiry (email, spreadsheet, PDF).
• 2. AI document processing model extracts origin, destination, container type, weight, Incoterms.
• 3. Normalize parameters against each carrier’s rate card or spot offer.
• 4. Lookup each price and unit rate in master pricing database.
• 5. Calculate total landed cost including local accessorial fees and fuel surcharges.
• 6. Output results in a strict schema with source document references.
• 7. Flag any unverified item codes or ambiguous surcharges for human review.

证据

C.H. Robinson says generative AI reduced handling of an emailed load tender to 90 seconds.

来源

Uber reports a 90 percent overall accuracy for its generative AI invoice extraction across diverse supplier accounts.

来源