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Umai Retail expands Retano SCM with Leonardo AI and planner-controlled replenishment tools

Circus commercializes standardized supply layer for autonomous sustainment robots

Mistral launches Timestral: probabilistic forecasting models for time-series data

RISK: Autonomous supply-chain workflows can bypass the approval architecture

WARNING: Agentic AI supply chain software spend is projected to surge, raising governance pressure

Is the Autonomous Supply Chain Too Good to Be True? Why 100% Autonomy Is the Wrong Target

Retail planning beyond forecast accuracy: when inventory availability shapes marketing decisions

Gartner: AI could make hospital inventory counting obsolete

Martín Chávez shows how Claude can accelerate Demand Driven planning and DDMRP analysis

The People Paradox: Why supply chain AI readiness cannot be measured by training alone

Planners + Agents: Why Supply Chain Planning Needs Human Judgment and Governed AI Agents

The AI-First Supply Chain: Agents Will Not Create Value Without Decision Redesign

Build a governed autonomous replenishment agent for SAP S/4HANA with Claude and MCP

Experiment: Build a Supply Chain as a Service company with OpenOPC

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