AI Enters Its Second Phase

Inside the AI Transformation of Parts, People & Processes

Hi, I’m Lily. I live in the world of distribution, where the last several years taught us how to embed intelligence into isolated parts of the supply chain. We made forecasts sharper, routes tighter, and visibility broader. Each function got smarter on its own.

What we’re seeing now is different. The companies pulling ahead aren’t just deploying better models. They’re connecting decisions across the entire operation in real time. When intelligence lives in silos, humans still do the heavy lifting to synchronize everything. When it flows across functions, the system coordinates itself. This week's deployments show what that coordination looks like when it reaches warehouses, customer touchpoints, and the policy table.

If you only read one thing this week, it is this:

Yaskawa America launched warehouse robotics in North America proven across European deployments and pre-launch U.S. sites. The PackMaster palletizing cell handles 800 to 1,200 cases per hour in mixed-SKU environments, while the layer picker processes up to 130 single-SKU layers. Fully commercialized systems address throughput, labor efficiency, and scalability without pilot-phase risk.

What’s Working in the Field

FedEx Automates Last-Mile Customer Queries

FedEx launched AI-powered tracking and returns tools in partnership with ParcelLab to automate last-mile customer communication. FedEx Tracking+ and FedEx Returns+ automatically answer common questions like order location and refund status while detecting delivery patterns and anomalies. FedEx positioned the launch around customer loyalty, with recent surveys showing 93% of consumers say delivery performance directly impacts brand perception. Jason Brenner, SVP of digital portfolio at FedEx, emphasized that customer loyalty is earned after the sale through post-purchase experiences. The tools embed directly into merchants' customer experience rather than redirecting to third-party sites, giving shippers control over post-purchase interactions.

Yaskawa Expands Proven Robotic Warehouse Solutions to North America

Yaskawa America launched its robotic warehouse solutions across North America. The PackMaster palletizing cell handles 800 to 1,200 cases per hour in mixed-SKU environments using integrated motion planning and vision technology to create densely packed outbound pallets. The layer picker solution processes up to 130 single-SKU layers for introduction to descramblers and conveyance systems. These fully commercialized solutions address warehouse throughput, labor efficiency, and scalability challenges without experimental deployment risk. Yaskawa America now fully supports the North American market, expanding beyond its European footprint.

NAW CEO Advocates AI Adoption in Distribution to Congress

National Association of Wholesaler-Distributors CEO Eric Hoplin testified before the U.S. House Committee on Education and the Workforce's Subcommittee on Workforce Protections on February 11 regarding AI deployment in distribution warehouses. Hoplin described how distributors are beginning to leverage AI and automation to detect, predict, and deter workplace hazards while maintaining human judgment in decision-making loops. NAW's policy stance urges Congress to enact federal AI frameworks that prevent overly restrictive or conflicting regulations from undermining distributors' technology adoption. The information-gathering hearing signals lawmakers' intent to develop AI deployment rules, with NAW advocating for flexibility over burdensome regulatory environments. Find the full testimony here.

GXO Deploys AI Across Its Warehouse Network

GXO Logistics is deploying its AI-powered warehouse operating system, GXO IQ, across multiple large sites after posting record 2025 revenue and securing $1 billion in new business wins for a third consecutive year. The platform manages labor planning, workflows, and inventory positioning as GXO targets North America as its largest growth opportunity. CEO Patrick Kelleher secured $774 million in incremental 2026 revenue, up 20% year-over-year, and set ambitious mid-teens growth targets tied directly to AI productivity gains. GXO plans increased 2026 investment in what Kelleher called “Physical AI,” including humanoid robots and advanced warehouse automation to improve output per worker.

Audi Automates Manufacturing with AI

Audi deployed its Edge Cloud 4 Production platform in large-scale manufacturing operations, saving more than 1,000 industrial PCs by migrating worker guidance systems to cloud-based controls. Audi's Weld Splatter Detection system detects underbody splatters and recently added robotic grinding to eliminate physically demanding manual work. The company is piloting ProcessGuardAIn for real-time anomaly detection in paint shop processes.

Lily’s Quick Take

This week's deployments confirm what we've been watching build: the next advantage comes from systems that coordinate decisions across functions without human escalation. FedEx connected tracking AI directly into merchant customer experiences. GXO tied warehouse intelligence to ambitious growth targets. Yaskawa scaled proven robotics across continents. NAW defended the industry's ability to deploy without regulatory friction. The thread running through all of it is intelligence that works across the operation, not just inside it. The companies that figure out cross-functional coordination in real time are the ones that will separate from the pack.

Until next week—keep your systems learning!

— Lily @ InstaLILY AI