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 demosThe question every buyer now asks before a purchase: did you try building this yourself firstWhat Grace learned building her own lead follow-up droid, including the data mistake that broke itWhy hourly billing breaks down when execution gets cheap and judgment becomes the productHow legacy EDI pricing works: per transaction fees, managed service fees, and chargebacksInside Orderful's $35 million round and the product built to attack the managed services lineThe Every Man Jack migration: 57 trading partners in six monthsHow a Japanese toilet maker became a critical supplier in AI chip manufacturingSeven shipping containers lost when an Antarctic ice shelf calved into the seaSri Lanka's tea and cinnamon trade, and why most of its port activity is transshipmentTime Stamps: 02:33 Presented by SPI Logistics04:52 The CargoRex AI use cases guide, and what eight vendors are actually building51:40 Orderful raises $35 million, and how EDI pricing really works01:16:04 Hidden supply chain: a Japanese toilet maker inside the AI chip trade01:50:49 Favorite freight marketing: 250th anniversary fleet wraps and tall ships02:03:30 Source to Porch: containers lost off an Antarctic ice shelf, then Sri LankaLinks and resources:Connect with Grace on LinkedinGrace’s work at OrderfulCargoRex AI Use Cases in Logistics GuideSolo EiL episode with Blythe’s opinion on AI in Logistics‘The Two Clocks’ article Grace mentionedOrderful’s Every Man Jack case studyJapan’s ceramic companies critical in AI supply chainMack Trucks’ America250 DesignDOT Grand Canyon RailBNSF America250 WrapNorfolk Southern’s Liberty Bell wrapTall Ships tour for America250Tall Ships in a storm that looks like the oil paintingsAntarctica station where containers floated awayCATA - Ceylon Artisanal Tea AssociationDonate 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 -----------------------------------------THANK YOU TO OUR SPONSORS!SPI Logistics has been a Day 1 supporter of this podcast which is why we're proud to promote them in every episode. During that time, we've gotten to know the team and their agents to confidently say they are the best home for freight agents in North America for 40 years and counting. Listen to past episodes to hear why.CargoRex is the search engine for the logistics industry—connecting LSPs with the right tools, services, events, and creators to explore, discover, and evolve.Digital Dispatch maximizes and manages your #1 sales tool with a website that establishes trust and builds rock-solid relationships with your leads and customers.