Will freight forwarders be replaced by AI?
Updated
Freight forwarders score 60 of 100 for AI exposure. The largest share of their task time, 69%, is work AI speeds up while they stay in charge. AI can take over the other 31% outright.
- 31% AI can do it
- 69% AI helps
High exposure
Higher than 91% of the 923 occupations we scored.
Task by task
We graded 31 tasks, listed here from most to least exposed. AI can do 9 of them today, speeds up 22 and leaves 0 to people.
| Task | AI exposure |
|---|---|
| Prepare invoices or cost quotations for freight transportation. Freight invoices and quotes compute from rate tables and shipment specs. | 75% AI can do it |
| Monitor or record locations of goods in transit. Tracking feeds and carrier APIs report location; little human work. | 75% AI can do it |
| Keep records of goods dispatched or received. Dispatch and receipt logs are routine records from system data. | 75% AI can do it |
| Provide shipment status notification to exporters, consignees, or insurers. Status updates to parties can be generated from tracking data. | 75% AI can do it |
| Prepare shipping documentation, such as bills of lading, packing lists, dock receipts, or certificates of origin. Bills of lading and packing lists generate from shipment data. | 70% AI can do it |
| Complete customs paperwork. Customs forms populate from shipment data; a person signs off. | 70% AI can do it |
| Provide detailed port information to importers or exporters. Port facts and procedures are lookup and summary tasks for AI. | 70% AI can do it |
| Verify adherence of documentation to customs, insurance, or regulatory requirements. Document checks against rule sets suit AI, with human sign off. | 70% AI can do it |
| Maintain current knowledge of relevant legislation, political situations, or other factors that could affect freight shipping. Regulatory monitoring and summaries are AI strong, but needs verification. | 65% AI helps |
| Review the environmental records of freight carriers to inform shipping decisions. Carrier sustainability reports can be compiled and summarized by AI. | 62% AI can do it |
Show the other 21 tasks
| Task | AI exposure |
|---|---|
| Arrange for applicable duties, taxes, or paperwork for customs clearance. Duty and tax calculation from tariff lookups; broker reviews classification. | 60% AI helps |
| Inform clients of factors such as shipping options, timelines, transfers, or regulations affecting shipments. Client updates on options and rules can be drafted, then reviewed. | 60% AI helps |
| Calculate weight, volume, or cost of goods to be moved. Weight, volume, and cost math is easy; measurements still need checking. | 60% AI helps |
| Reserve necessary space on ships, aircraft, trains, or trucks. Space booking runs through carrier portals; exceptions need agents. | 60% AI helps |
| Determine efficient and cost-effective methods of moving goods from one location to another. Cost and efficiency comparison of methods suits analytical tools. | 55% AI helps |
| Pay or arrange for payment of freight or insurance fees or other charges. Payment workflows automate, but approvals and authorization stay human. | 55% AI helps |
| Analyze shipping routes to determine how to minimize environmental impact. Route emissions modeling uses calculators; planner interprets results. | 55% AI helps |
| Select shipment routes, based on nature of goods shipped, transit times, or security needs. Route options weighed against goods, transit times, and security needs. | 50% AI helps |
| Obtain or arrange cargo insurance. Insurance quotes compare online; coverage choice needs human review. | 50% AI helps |
| Recommend shipping solutions to minimize cost or environmental impacts. Cost and emissions tradeoffs analysed, then recommended to clients. | 50% AI helps |
| Arrange for transport, using a variety of modes, such as rail, short sea shipping, air, or roadways, to minimize carbon emissions or other environmental impacts. Multimodal options compared for emissions; bookings still made by people. | 45% AI helps |
| Consolidate loads with a common destination to reduce costs to individual shippers. Load matching can be optimized, but planning needs operational judgement. | 45% AI helps |
| Arrange delivery or storage of goods at destinations. Booking destination storage and delivery is mostly coordination work. | 40% AI helps |
| Recommend or arrange appropriate merchandise packing methods, according to climate, terrain, weight, nature of goods, or costs. Packing advice draws on known rules, but depends on physical conditions. | 40% AI helps |
| Make arrangements with customs brokers to facilitate the passage of goods through customs. Broker coordination is largely communication, but needs direct contact. | 40% AI helps |
| Consider environmental sustainability factors when determining merchandise packing methods. Eco packing suggestions are advisory, but depend on physical goods. | 40% AI helps |
| Assist clients in obtaining insurance reimbursements. Claims paperwork drafted by AI, but insurer decisions involve people. | 40% AI helps |
| Verify proper packaging and labeling of exported goods. Label checks against rules are partly visual and often physical. | 35% AI helps |
| Refer exporters to experts in areas such as trade financing, international marketing, government export requirements, international banking, or marine insurance. Expert referrals are simple to suggest, but depend on trusted relationships. | 35% AI helps |
| Negotiate shipping rates with freight carriers. Negotiation relies on relationships and live judgement; AI prepares comparisons. | 25% AI helps |
| Arrange for special transport of sensitive cargoes, such as livestock, food, or medical supplies. Booking sensitive cargo carriers is mostly coordination; handling is physical. | 25% AI helps |
How freight forwarders compare
All occupations (923)
Office and administrative support (51)
Pay and outlook in the US
- Median pay
- $52,260 a year, May 2025
- Projected change in jobs
- +6.2% from 2024 to 2034
Skills to build
- Fix rejected records in SAP and JD Edwards EnterpriseOne
- Negotiate shipping rates with freight carriers in person
- Review and sign off customs forms before filing
- Hold a Licensed Customs Broker licence for US entries
- Arrange temperature-controlled cargo bookings for medical supplies
Safer roles nearby
5 related occupations with lower scores.
Questions about freight forwarders and AI
Will AI replace freight forwarders?
Partly. About 6 in 10 working hours of a freight forwarder go to tasks AI can already do, mostly preparing freight invoices and shipping documents such as bills of lading. Negotiating rates with carriers and arranging sensitive cargo stay with people because they depend on relationships and live judgement.
Which freight forwarder tasks is AI taking over?
Tracking goods in transit and keeping dispatch records are the most exposed, each scoring 75. Carrier APIs and tracking feeds report location, and system data writes the logs, so little human work remains in either task. Shipment status updates to exporters and insurers follow the same pattern.
Which freight forwarder tasks stay human?
Negotiating shipping rates with carriers scores 25 on exposure, tied for the lowest in the job. Negotiation rests on relationships and live judgement, and AI can only prepare the rate comparisons. Arranging special transport for livestock, food, or medical supplies also scores 25 because handling cargo is physical.
How can freight forwarders stay valuable?
Build fluency in SAP and JD Edwards EnterpriseOne so you can fix the records that automated invoicing rejects. Spend time with carriers on rate negotiation, since that task scores 25. Learn the customs rules well enough to review and sign off the forms AI fills in from shipment data.
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Next steps for freight forwarders
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