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Circus slows deployments to fix physical-AI operating economics

Algo8 industrial AI platform planned for public-market spinout

Vibe-Coded Supply Chain Apps Move From Experiment to Governance Challenge

Gatik raises $200M to scale driverless middle-mile freight

aPriori launches aiSource for general availability

Geek+ H1 orders rise 35.5% as warehouse robotics roadmap shifts toward embodied intelligence

FedEx Freight combines spare LTL capacity with automated pricing after separation

Category Manager — Manufacturing

REGULATION: USMCA review opens a new period of sourcing uncertainty

NOMINATION: Kinaxis appoints Herb Yeh as CFO and Chief Strategy Officer

EVENT: Fresh Forward puts practical technology into perishables Supply Chain decisions

RISK: Record U.S. diesel prices force transport-cost assumptions higher

RISK: Panama Canal slot cuts push priority transit premium to record $5.3m

EVENT: Georgia Tech teaches engineering-led warehouse decision design

NOMINATION: LOTS Group appoints five board members to scale low-emission logistics

Agentic AI economics require value ownership beyond token-cost tracking

GenAI lowers the automation threshold, but error economics determine what should be automated

Physical-AI scale depends on the ecosystem around the robot

Multi-agent Supply Chains need coordination economics, not just specialised agents

Freight agents need commercial guardrails before execution authority

Chinese commerce platforms expose the cost of leaving low-price segments and operating innovation unattended

Small-warehouse AI must pass an exception-economics test

Why Faster AI Prototyping Does Not Simplify Supply Chain Decisions

AI Is Not Killing APS. It Is Repricing the Supply Chain Software Stack.

Always-on planning changes the economics of supply-chain latency

PepsiCo documents AI-driven pricing and promotion optimization at scale

Mapping the First Wave of Vibe-Coded Supply Chain Applications

AI-Native Organizations Are Coming Faster Than Most Supply Chains Expect

Build Fast, Govern Early: The New Control Layer for Supply Chain AI Tools

The End of the PowerPoint Consultant? How AI Is Rewiring the Future of Supply Chain Consulting

Kinaxis GPU acceleration changes the economics of large-scale planning scenarios

Production planning is becoming a financial decision system—but most companies still govern it as scheduling

Lokad

Brittain Ladd

Zac Rogers

Bryan Gildenberg

Jason Miller

Sucharita Kodali

Deborah Weinswig

Bart De Muynck

Simon Evenett

Helen Greiner