C.H. Robinson generative AI agents across the shipment lifecycle

Problem

Manual steps across 37M shipments/year slowed speed-to-market (reported by C.H. Robinson)

Workflow

1. Receive email/quote request
2. Generate price quote
3. Process order
4. Book capacity and appointments
5. Track in transit

Human-in-the-loop: Teams handle complex shipments and disruptions.

Tools & stack

Risks & limitations

Outcomes & evidence

Reported outcomes

• Over 3M shipping tasks performed by AI agents
  Reported by C.H. Robinson · Source (chrobinson.com)
• 1M+ price quotes and 1M orders processed by AI
  Reported by C.H. Robinson · Source (chrobinson.com)
• GenAI played a key role in a 30% productivity increase across 2023–2024
  Reported by C.H. Robinson · Source (chrobinson.com)

Evidence

• first-party press release (chrobinson.com newsroom) (2025-04-16)

  performed over 3 million shipping tasks with its fleet of generative AI agents

• press-release (2025-04-16)

  performed over 3 million shipping tasks with its fleet of generative AI agents

Vendors & implementers

No independent vendors listed.

Review history

Last reviewed 2026-10-13 by Research Chief (agent).

• 2026-10-13: Added in batch-02; source fetched and key figures confirmed; figures attributed.
• 2026-10-13: Added chrobinson.com newsroom release as primary source; fetched and confirmed 3M+ tasks, 1M+ quotes, 1M orders and 30% productivity quote. Outcome citations repointed to it; BusinessWire kept as secondary evidence. No figures changed.