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Think Tank
Artificial Intelligence: Page 3
Data Center Boom Faces Pushback from Local Communities
A future that works for all parties could be one where earning a social license to operate is just as important as getting regulatory approval.
The Real AI Advantage in Fulfillment Is Decision Quality
Decision quality serves as an operational metric, measuring how completely a team sees a problem, how quickly they can act, and how accurately they correct course when conditions change.
RFID and Machine Vision are Having a Moment
Peak Technologies
RFID and machine vision are gaining momentum because they offer a practical, cost-effective path to automation. Unlike large-scale robotics projects that often require major facility redesigns and significant capital investment, RFID readers and AI-powered camera systems can typically be layered onto existing warehouse and manufacturing operations.
Designing for Uncertainty: A Flexibility-First Approach to Warehouse Automation
Locus Robotics
Warehouse automation decisions are often based on assumptions about future volume, labor, SKU mix, workflows, and facility requirements. The challenge is that those assumptions rarely stay fixed over the life of an automation investment.
An AI Playbook for Companies Transforming Supply Chains
It’s important to understand that companies can have enormous amounts of information without having data that is clean, connected or useful.
Million Dollar Baby Planning Meets Supply Chain Agility: A Conversation with Julia Bedanova
SupplyChainBrain
Supply chain planning has never mattered more. As organizations navigate continued volatility, shifting customer expectations, economic uncertainty, and the rapid acceleration of AI and new technology, the ability to plan, adapt, and make smarter decisions will be a critical competitive advantage over the next 12 months.
How the Talent Gap and Skill Shortages Are Impacting Innovation Across Manufacturing
Having AI-driven solutions in place captures invaluable institutional knowledge, standardizes best practices, and provides those real-time insights that ultimately support better decisions
RFID and Machine Vision Are Having a Moment in Automation
Great operational gains come through integrating RFID, machine vision and robotics into a coordinated operating model.
What Small Importers Should Let AI Decide, and What Not
Whether a decision can be undone is the line small importers need to draw before letting an AI agent near their sourcing.
Born at the Dock: Plan With Execution Built In
Born at the Dock argues that a supply chain plan is not complete when software approves it; it is complete only when the physical network can execute it and the customer receives the order in full. The whitepaper reframes planning around the dock, where inventory must be found, cases picked, pallets built, shipments staged, trailers loaded legally, carriers dispatched, and destinations prepared to receive.
Transportation Under Pressure: Planning Through Fuel, Capacity and Regulatory Shocks
Transportation Under Pressure applies the Born at the Dock standard to a transportation market exposed to volatile fuel prices, tightening carrier capacity, regulatory change, labor constraints, and regional disruption. Its central argument is that shippers cannot control the next external shock, but they can reduce the internal exposure that determines whether that shock becomes a manageable cost increase or an operational crisis.
How Mars uses 4flow’s AI Platform for Logistics Optimization
Supply chains are under constant pressure from disruption, rising costs and increasing service expectations—yet decisions are still made across fragmented systems and functional siloes. Even with heavy investments in digitalization and AI, many organizations remain stuck in reactive execution.
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