• Advertise
  • Contact Us
  • Supplier Directory
  • SCB YouTube
  • About Us
  • Login
  • Subscribe
  • Logout
  • My Profile
  • LOGISTICS
    • Air Cargo
    • All Logistics
    • Facility Location Planning
    • Freight Forwarding/Customs Brokerage
    • Global Gateways
    • Global Logistics
    • Last Mile Delivery
    • Logistics Outsourcing
    • LTL/Truckload Services
    • Ocean Transportation
    • Parcel & Express
    • Rail & Intermodal
    • Reverse Logistics
    • Service Parts Management
    • Transportation & Distribution
  • TECHNOLOGY
    • All Technology
    • Artificial Intelligence
    • Cloud & On-Demand Systems
    • Data Management (Big Data/IoT/Blockchain)
    • ERP & Enterprise Systems
    • Forecasting & Demand Planning
    • Global Trade Management
    • Inventory Planning/ Optimization
    • Product Lifecycle Management
    • Robotics
    • Sales & Operations Planning
    • SC Finance & Revenue Management
    • SC Planning & Optimization
    • Supply Chain Visibility
    • Transportation Management
  • GENERAL SCM
    • Business Strategy Alignment
    • Customer Relationship Management
    • Education & Professional Development
    • Global Supply Chain Management
    • Global Trade & Economics
    • Green Energy
    • HR & Labor Management
    • Quality & Metrics
    • Regulation & Compliance
    • Sourcing/Procurement/SRM
    • SC Security & Risk Mgmt
    • Supply Chains in Crisis
    • Sustainability & Corporate Social Responsibility
  • WAREHOUSING
    • All Warehouse Services
    • Conveyors & Sortation
    • Lift Trucks & AGVs
    • Order Management & Fulfillment
    • Packaging
    • RFID, Barcode, Mobility & Voice
    • Warehouse Automation
    • Warehouse Management Systems
  • INDUSTRIES
    • Aerospace & Defense
    • Apparel
    • Automotive
    • Chemicals & Energy
    • Consumer Packaged Goods
    • E-Commerce/Omni-Channel
    • Food & Beverage
    • Healthcare
    • High-Tech/Electronics
    • Industrial Manufacturing
    • Pharmaceutical/Biotech
    • Retail
  • THINK TANK
  • WEBINARS
    • On-Demand Webinars
    • Upcoming Webinars
    • Webinar Library
  • PODCASTS
  • WHITEPAPERS
  • VIDEOS
Home » How GenAI Is Breaking New Ground in Supply Chain Automation
ARTIFICIAL INTELLIGENCE

How GenAI Is Breaking New Ground in Supply Chain Automation

February 3, 2025
Arun Rajan, Chief Strategy and Innovation Officer, C.H. Robinson

CH-Robinson-Rajan.pngAnalyst Insight: Over the past decade, incredible progress has been made in digitizing supply chains and logistics. Transportation management systems have eliminated a lot of paperwork, phone calls and spreadsheets. Web portals, apps and digital connectivity have enhanced communications between shippers and their third-party logistics providers. Artificial intelligence has even allowed some tasks to be accomplished without taking up people’s time.     

Despite all that digitization and automation, however, e-mail is still heavily used by shippers large and small. Entrenched in the business world since the 1980s, e-mail transactions have defied automation — until now. With the emergence of generative AI and large language models (LLMs), it’s now possible to automate thousands of e-mail transactions a day across the lifecycle of a shipment.

E-mails about price quotes, load tenders, appointments for pickups and delivery, or freight in transit have previously required people to act upon each one. GenAI not only can help read those types of e-mails, but can also perform the requested task. 

That’s because of the ability to teach GenAI how to handle unstructured data. Instead of information neatly entered into fields in a form, an e-mail from a warehouse manager to a 3PL might say, “Quote me a load same as last Wednesday,” or “I have these loads for next month. See attached.”  Technology employing GenAI can connect information within the e-mail, detect what’s missing, and fill in the blanks. Then it can replicate what a human would do to fulfill the customer’s request. And what might have previously taken hours is accomplished in seconds.   

Speed and 24/7 functionality are critical to global just-in-time supply chains.  An automaker can’t make a car without every one of some 30,000 parts. A retailer can’t sell a product that hasn’t made it to a shelf.  The faster you can get a price quote, the faster you can tender your 3PL a load, it can secure an ideal appointment for pickup, and your freight can be matched to an ideal carrier.

Speed-to-market also affects transportation costs. Most carriers are regional. Even when capacity is ample nationwide, only so many are working in a given lane on any given day. MIT research shows that delays in getting a carrier can result in a shipper paying 23% to 35% extra. It’s the basic law of supply and demand: As the number of available trucks for the day goes down, the cost goes up.

An additional benefit of 3PLs freeing employees from repetitive, routine tasks is that it allows them to do more strategic work. In a world where supply chains are increasingly complex and disrupted, that’s time to spend on optimization, managing exceptions and mitigating potential risks.

Outlook: With multiple types of automation possible, you can capture efficiencies and save on costs by determining whether your 3PL’s technology is capable of connecting with yours, exploring the option of using your 3PL’s TMS, and finding out whether they possess any generative AI tools. Make sure they’re training their large language models with all the details about your unique freight, requirements, locations and receivers. Ask how they’re testing their AI to ensure that it learns from continuous input, and functions accurately. 

Resource Link: https://www.chrobinson.com

    RELATED CONTENT

    RELATED VIDEOS

    Logistics Outsourcing LTL/Truckload Services Ocean Transportation Rail & Intermodal Artificial Intelligence Supply Chain Planning & Optimization Supply Chain Visibility Business Strategy Alignment
    • Related Articles

      In an Uncertain Economic Environment, You Must Create Agility Through Supply Chain Automation

      Supply-Chain Automation: A Vision That’s Becoming Reality

      Supply Chain Automation: The Key to Optimizing Retail Operations

    Arun Rajan, Chief Strategy and Innovation Officer, C.H. Robinson

    AI in Logistics: From Automation to Autonomy

    More from this author

    Subscribe to our Daily Newsletter!

    Timely, incisive articles delivered directly to your inbox.

    Featured Product

    Popular Stories

    • Businessman using AI agent system on laptop computer.

      AI in Supply Chain Can’t Succeed Without Foundational Systems

      Artificial Intelligence
    • A LARGE CYLINDRICAL OBJECT SHRINK-WRAPPED IN WHITE PLASTIC IS LOWERED BY CRANE ONTO A FLAT BED TRUCK ON A DOCK

      AI Boom Has European Buyers Paying Extra to Secure Gas Turbines

      Technology
    • DOMINO EFFECT FINANCIAL MONEY KNOCK-ON CONSEQUENCES iStock-Devrimb-1500012566.jpg

      Podcast | The Tariff Conundrum for Supply Chains: Pass Along, or Absorb?

      Supply Chain Finance & Revenue Management
    • 016_ai_and_data_transformation_in_distribution_v1-(540p).png

      Watch: AI and Data Transformation in Distribution

      Artificial Intelligence
    • TWO WORKERS DISCUSS DATA SHOWN ON COMPUTER SCREENS

      Gartner: Gap in SC AI Talent Cannot Be Closed by Hiring Alone

      Artificial Intelligence

    Digital Edition

    2026 esg cover main scb q2 2026 cover

    SupplyChainBrain 2026 ESG Guide: ESG — The Supply Chain’s Biggest Secret

    VIEW THE LATEST ISSUE

    Case Studies

    • Recycled Tagging Fasteners: Small Changes Make a Big Impact

    • A GRAPHIC SHOWING MULTIPLE FORMS OF SHIPPING, WITH A HUMAN STANDING AT THE CENTER, TOUCHING A SYMBOLIC MAP OF THE WORLD

      Enhancing High-Value Electronics Shipment Security with Tive's Real-Time Tracking

    • A GRAPHIC OF INTERLACING HONEYCOMBED ELEMENTS REPRESENTING GLOBAL BUSINESS TRANSACTIONS

      Moving Robots Site-to-Site

    • JLL Finds Perfect Warehouse Location, Leading to $15M Grant for Startup

    • Robots Speed Fulfillment to Help Apparel Company Scale for Growth

    Visit Our Sponsors

    4flow Arkieva Blue Yonder
    Carton Cloud CoEnterprise Dassault
    Duravant E2Open General Logistics Systems
    Hy-Tek iGPS Korber
    Lyngsoe Procurability Quinyx
    SAP Sikick Systech
    S&P Global Mobility TADA TransImpact
    US Bank Werner Enterprises WSI
    • More From SCB
      • Featured Content
      • Video Library
      • Think Tank Blog
      • SupplyChainBrain Podcast
      • Whitepapers
      • On-Demand Webinars
      • Upcoming Webinars
    • Digital Offerings
      • Digital Issue
      • Subscribe
      • Manage Email Preferences
      • Newsletters
    • Resources
      • Events Calendar
      • 2026 Event Coverage
      • SCB's Great Supply Chain Partners
      • Supplier Directory
      • Case Study Showcase
      • Supply Chain Innovation Awards
      • 100 Great Partners Form
    • SCB Corporate
      • Advertise on SCB.COM
      • About Us
      • Privacy Policy
      • Contact Us
      • Data Sharing Opt-Out

    All content copyright ©2026 Keller International Publishing Corp All rights reserved. No reproduction, transmission or display is permitted without the written permissions of Keller International Publishing Corp

    Design, CMS, Hosting & Web Development :: ePublishing