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From Panic to Precision: Mastering Supply Chains One Decision at a Time
An introduction to the physics of supply chains and the bullwhip effect. Play the Ergodic simulation to see how small decisions cascade through the network.
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Michaela Murphy
Jan 27, 2026
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AI Agents Need a Robust Data Foundation
Before AI agents can optimize your supply chain, they need something to reason about. That something is a context graph they can traverse, query, and simulate against.
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Context Graphs: Seeing Your Supply Chain as It Actually Is
Your supply chain isn't a list of vendors. It's a living graph of relationships, flows, and dependencies. Here's why that distinction matters when things go wrong.
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Andre Franca
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World Models: Developed to Take Action
How world models enable a deeper understanding of your enterprise's environment, guiding decision-making through the maze of business complexity.
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Andre Franca
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