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Pigment expands Modeler Agent with application-history context to explain planning changes

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

Vendor customer story: Garrett Motion connects global supply chain planning with o9

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

Descartes adds an Agent Control Plane for governed cross-company logistics workflows

Pigment Introduces Graphite Architecture for Scalable, Governed Planning

Flowlity Roadmap Puts Planner Approval and Scenario Comparison at the Center of CoPlanner

Shipium moves parcel audit upstream with Always-On Audit

Suplari launches Data Assistant for procurement data management

Primark selects Kallikor to simulate supply chain decisions before capital investment

Sereact and Arvato expand AI robotic picking across three fulfilment sites

MANE selects Kinaxis Maestro to modernize global demand planning

Sphera connects external supply chain risk signals to operational decisions with new AI capabilities

AI hardware demand redraws Asian air-cargo routes toward Malaysia, Vietnam and Singapore

World Economic Forum adds 16 Lighthouse awards as AI scales across manufacturing and supply chains

Change Coordinator

Lead Project Control

Loss Prevention Specialist

Logistics Engineer

Associate Director — Planning System Lead

Configuration Analyst — Supply Chain

EVENT: Citwell and RapidCanvas examine AI for supply-chain decisions

REGULATION: EU Proposes Stronger Cybersecurity Controls for ICT Supply Chains

EVENT: Anaplan demonstrates AI-assisted model development with CoModeler

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

RISK: Spreadsheet-Based S&OP Can Produce Conflicting Plans and Unowned Logic

SECURITY: CISA Defines Minimum AI Bill-of-Materials Requirements

SECURITY: NIST Flags New Threats From Autonomous AI-Agent Access

EVENT: TIPS 2026 focuses on pharmaceutical logistics resilience

FAILURE: Uniform Governance May Cause AI-Agent Deployments to Fail

EVENT: Alpes Supply Chain receives “prix coup de cœur” at the Gala des Directeurs Supply Chain

Multi-agent supply chains need a control plane before they need more agents

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

Always-on Supply Chains need decision authority, not just visibility

Descartes and agentic AI: from orchestrated demos to accountable logistics execution

Metrology is becoming a production-control layer

AI Agent Spending Is Accelerating Faster Than Enterprise Deployment Discipline

Two Logistics Markets, One Responsiveness Challenge: The Planning-Control Implication

Supply-chain regulation creates value only when evidence changes purchasing authority

Edge AI requires lifecycle control, not only real-time inference

Heather Sye’s AI maturity model exposes the gap between experiments and operating-model change

AI Anxiety: When Continuous Tool Adoption Becomes a New Professional Fatigue

GenAI Productivity Gains Depend on Workforce Readiness and Operating-Model Change

IBM study warns that AI dependency can reduce operational control

The AI-skilled supply-chain talent gap requires role redesign, not hiring alone

Supply-chain AI adoption is rising, but fragmented data is limiting measurable value

APS and manufacturing execution are converging around the same constraint model

Inventory Reduction Is a Consequence, Not a Transformation Objective

Agentic AI economics require value ownership beyond token-cost tracking

Jean-Philippe Poisson maps the AI strategies reshaping consulting delivery models

Forecast accuracy is an input to the decision—not the business outcome

Gartner: AI-driven supply chain headcount cuts put the next generation of planning judgment at risk

Transportation leadership: why AI cannot orchestrate a network it cannot see

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

Medical device supply chains: When more safety stock is the right resilience decision

SAP's cross-functional supply chain agents expose the economics of decision rights

LogiPharma: AI and machine learning rise among pharma supply-chain investment priorities

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

Vendor AI agents introduce a new Supply Chain third-party risk layer

Six AI developments reshaping supply-chain software

AI is pushing Chinese factory robotics beyond highly standardized production

From Open-Source Multi-Agent Control Tower to Governed Supply Chain Decision App

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

Build a Governed AI Forecast Review Workflow Before Connecting AI to Your Planning System

Activate Joule in SAP IBP Without Confusing Conversational Access with Planning Authority

Turn Distribution Planning into an Optimization Model — and Know When Not to Trust It

How to Validate an AI Demand Forecast Before Planners Use It

How to validate an AI inventory use case before buying software

Supply Chain Outlier Detection 101: Build a simple demand-sensing review team with AI agents

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

Test Whether a Supply Chain AI Agent Is Real or Agent-Washed

Run a One-Week Planning Master-Data Audit

Build a governed Claude Managed Agent for Supply Chain workflows

Rockwell Automation

Kinaxis

Aera Technology

E2open

Anaplan

SAP

REMIRA

StockIQ Technologies

o9 Solutions

ThroughPut AI

Optilogic

VusionGroup

RetailNext

Informatica

Fivetran

dbt Labs

Board International

Epicor

Siemens Digital Industries Software

DeepSeek

Amazon Bedrock

BEOM Consulting

Gregory Pitstick

Chinmay Bhatt

Prashant Gopalan

Thomas Barciet

Elouise Epstein

Nicolas Vandeput