Soft vs. Tight Freight Markets: What Changes in Ops (Not Just Pricing)
Brokers are losing money in certain lanes. Carriers are cutting rates to keep trucks moving, and the shakeout has more room to run.
Robert Nathan
Observability: Building a “Memory Layer” from Everyday Freight Work
Teams have visibility data, but the real problem is a lack of shared understanding. Teams often can’t answer critical questions because knowledge lives in a few people’s heads.
The Self-Improving System: How Adaptive Learning Makes Your AI Co-Pilot Smarter Every Day
In the world of freight, change is constant. Rates swing, carriers reshuffle capacity, and facilities adjust appointment rules. A process that worked perfectly last week can unravel overnight because one dock changed hours, or a carrier stopped answering unknown numbers. When the flow of operations is constantly shifting, the underlying
AI Copilot for Carrier Reps: What It Should Do (and What It Shouldn’t)
A good copilot compresses cycle time and kills swivel-chair work. It prepares, summarizes, recommends, and executes low-risk tasks so your reps spend their hours selling instead of copying and pasting between six tabs.
The Future of Carrier Reps: What Humans Keep, What Agents Take Over
The future of carrier reps isn’t about replacing people. It’s about finally letting them do the job they were hired for. Agent technology can handle the mechanical grind and busywork.
Best Practices
The Power of Memory: How Envoy’s Shared-State Architecture Beats Siloed Automation
For years, automation has been sold as a remedy for overloaded operations teams and shrinking margins in freight. It promises fewer phone calls, faster data entry, and less manual work. On paper, it all makes sense. In practice, automation often breaks down the moment real-world complexity shows up. The tools
Why Brokerage Ops Runs on Logistics Portals (and Why It’s So Hard to Fix)
Your people are logging into a dozen logistics portals before lunch, copying status updates between systems that refuse to talk to each other, and manually reconstructing shipment timelines from scattered data points.
Trends
Why Domain Expertise is Crucial for Your Logistics AI Tech Stack
From chatbots bolted onto TMS platforms to yet another workflow orchestration agent promising “productivity gains,” the logistics industry has become flooded with AI solutions. Many teams feel overwhelmed by promises of transformation and unsure which tools can deliver real operational value. Most of these new systems are built on general-purpose
Trends
2026 Logistics Predictions: The Dawn of Causal AI & the Agentic Era
The rise of causal AI and agentic frameworks will spawn an integrated logistics system rather than a collection of disconnected entities and workflows.
Events
Beyond the Buzzwords: Reflections from FreightWaves F3 and the Future of AI in Freight
The FreightWaves F3: Future of Freight Festival was buzzing with energy this week, and predictably, AI was a hot topic. Despite the hype, much of what we observed seemed to be familiar functionality presented in slightly different forms. Here are my takeaways.
Events
5 Takeaways from the WEX OTR Summit
Earlier this month, I had the privilege of attending the WEX OTR Summit in San Antonio, Texas. Here are my takeaways from this year’s event.
News
Envoy AI Announces Strategic Integration with Highway for Automated Carrier Compliance
SAN FRANCISCO, CA – September 11, 2025 – Envoy AI, the AI Native platform behind autonomous agent system, Ellie, today announced an integration with Highway, the industry’s leading Carrier Identity® and fraud prevention platform. The integration combines Ellie’s Orchestration Platform with Highway’s real-time carrier data, enabling users to automate