Freight Friends: EDI Fees, AI Hype vs. Reality, and Toto's Ceramics That Secretly Power Chip Manufacturing

Most EDI contracts never get shopped, and legacy providers price like they know it. Grace Sharkey walks through what that actually looks like on an invoice: a few thousand a month for the service, then a separate managed fee to make sure the service does not break. Orderful just raised $35 million to go after that second line item.

We also cover what eight freight tech vendors are really building with AI, why nobody has this figured out yet, and how a Japanese toilet maker ended up inside the AI chip supply chain.

In this episode:

• Why eight freight tech vendors are all pointing AI at boring, repetitive workflows instead of agent demos
• The question every buyer now asks before a purchase: did you try building this yourself first
• What Grace learned building her own lead follow-up droid, including the data mistake that broke it
• Why hourly billing breaks down when execution gets cheap and judgment becomes the product
• How legacy EDI pricing works: per transaction fees, managed service fees, and chargebacks
• Inside Orderful's $35 million round and the product built to attack the managed services line
• The Every Man Jack migration: 57 trading partners in six months
• How a Japanese toilet maker became a critical supplier in AI chip manufacturing
• Seven shipping containers lost when an Antarctic ice shelf calved into the sea
• Sri Lanka's tea and cinnamon trade, and why most of its port activity is transshipment

Time Stamps: 

• 02:33 Presented by SPI Logistics
• 04:52 The CargoRex AI use cases guide, and what eight vendors are actually building
• 51:40 Orderful raises $35 million, and how EDI pricing really works
• 01:16:04 Hidden supply chain: a Japanese toilet maker inside the AI chip trade
• 01:50:49 Favorite freight marketing: 250th anniversary fleet wraps and tall ships
• 02:03:30 Source to Porch: containers lost off an Antarctic ice shelf, then Sri Lanka

Links and resources:

• Connect with Grace on Linkedin
• Grace’s work at Orderful
• CargoRex AI Use Cases in Logistics Guide
  • Solo EiL episode with Blythe’s opinion on AI in Logistics
• ‘The Two Clocks’ article Grace mentioned
• Orderful’s Every Man Jack case study
• Japan’s ceramic companies critical in AI supply chain
• Mack Trucks’ America250 Design
• DOT Grand Canyon Rail
• BNSF America250 Wrap
• Norfolk Southern’s Liberty Bell wrap
• Tall Ships tour for America250
• Tall Ships in a storm that looks like the oil paintings
• Antarctica station where containers floated away
• CATA - Ceylon Artisanal Tea Association
• Donate to Sisters of Sri Lanka via Maersk’s Head of Trade and Customs, Janet Labuda, by sending a check to Janet’s address at: 6060 Trotters Point Ln. Gainesville, VA 20155 

Watch this episode on YouTube

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