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Kodiact launches AI-native simulation platform for direct-materials decisions

Descartes adds auditable carrier-selection workflows to MyCarrierPortal

EcoVadis supplier-risk report exposes AI data-readiness gap

o9 recognized across 2026 Gartner supply chain planning and decision intelligence reports

project44 launches Tariff Analytics on its agentic Decision Intelligence platform

Atomic raises $12.5M to automate inventory and supply chain planning decisions

Achilles acquires Cm3 to extend supplier and contractor risk intelligence into APAC

EcoVadis publishes reliability framework for supplier carbon data

FourKites and ABI Research find AI risk adoption remains limited in supply chains

Exiger releases defense-industrial-base supply-chain AI report

ISG says AI is accelerating agile Supply Chain planning platforms

Microsoft Dynamics 365 shows how agentic AI links supply chain data, decisions and execution

Exiger makes 1Exiger available through AWS Marketplace

China Tightens Indium Export Scrutiny as AI Infrastructure Demand Grows

Anthropic publishes an AI-native startup playbook for founders building with agents

Kinaxis launches Tariff Response for rapid scenario modeling

Unusual Machines partners with Altana for supply-chain intelligence

Stord opens live fulfillment data to AI workflows through MCP

T-Systems and SupplyOn bring sovereign AI agents to industrial procurement

SAP Positions Joule Agents and Assistants as a New AI Layer for Supply Chain Management

Deloitte launches AI platform to remediate software supply-chain vulnerabilities

US chooses negotiations over immediate aircraft tariffs

Ocean-shipping disruption persists despite the US–Iran ceasefire

ToolsGroup launches Decion for AI-powered self-steering supply chains

Solstice to acquire Element Solutions in $14.5B AI supply-chain materials deal

Iraq Plans Syrian Export Route to Diversify Beyond the Strait of Hormuz

Daher expands LeanDNA APEX to standardize supply chain execution across three continents

Anaplan expands AI-driven enterprise planning with Custom Analyst and Agent Studio

Blue Yonder 2026.2 expands planning with forecast transparency, financial impact simulation and inventory agents

Dell supply shortages show AI demand is still stressing hardware operations

Founding GTM / Growth Opportunity at Centrum AI (Supply Chain Intelligence Platform)

Global Process Owner — Sales and Operations Planning

Director — Supply Chain Procurement Advisory, Genpact

Manager, Strategic Supply Chain

Supply Chain AI Lead (SCM)

Market & Supplier Intelligence Specialist

Material Planning Specialist — AI & Automation Focus

Demand & Inventory Planner – Food Import & Trading

Customs Brokerage Specialist, ACT Destination Operations

Buyer Jr., General Purchasing

Product Manager, Data Platform & AI Platform

Lead Project Control

EVENT: Hidden AI supply chain risks move into the planning governance agenda

RISK: Slow S&OP Decisions Can Create a Hidden Financial Latency Tax

RISK: Uncontrolled Excel Planning Creates Version and Decision-Ownership Exposure

WARNING: Unexplained AI Forecasts Can Create Inventory and Capacity Decision Risk

WARNING: Supply-chain AI needs governance beyond automation

EVENT: ISF 2026 brings forecasting research and practice together in Montreal

RISK: Agentic planning claims are advancing faster than auditability and decision ownership

RISK: AI agents should not run supply chains without physical context and human oversight

RISK: Boards Lack Governance Models for Agentic Decision Rights

REGULATION: EDPS Publishes Structured AI Risk-Management Guidance

WARNING: BIS flags AI boom as a financial-stability risk

RISK: AI-Generated Electronic Part Data Can Introduce Sourcing and Compliance Errors

RISK: AI autonomy can expand faster than human accountability

RISK: o9 sues SAP over alleged supply-chain-planning trade-secret misuse

REGULATION: US order expands defense-supplier risk assessment and domestic sourcing obligations

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

RISK: Long-Running Planning Agents Need Explicit Decision and Override Boundaries

RISK: Mundra empty-container rule change triggers depot operators’ suspension threat

EVENT: American Bar Association examines AI procurement, IP and Supply Chain risk

EVENT: Sourceability reviews semiconductor lead-time and pricing risks

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

RISK: AI Rises to the Second-Highest Global Corporate Risk

WARNING: Yossi Sheffi identifies electricity availability as an underestimated Supply Chain risk

EVENT: From Risk to Resilience — AI’s Role in the Modern Defense Supply Chain

SECURITY: Delayed disclosure of logistics-IT compromise exposes control-tower dependency risk

WARNING: “APS” can describe fundamentally different decision scopes

RISK: Supply planning can become hidden capital allocation when the objective function is unclear

REGULATION: NIST Proposes Integrated Security, Privacy and Supply-Chain Risk Plans

EVENT: AI addresses hidden costs in component sourcing

EVENT: MyExobrain highlights agentic AI adoption gap after Gartner Supply Chain Symposium

AI Skills Are Not Enough If Decision Ownership Is Unclear

Model Literacy Matters Only When Planning Decisions Are Governed

AI Agents Need More Than Intelligence: Why Feedback Loops Will Define the Future of Supply Chain Decision-Making

AI Agents in Supply Chain: From Planning Trade-Offs to Enterprise Decision Redesign

Sourcing agents are becoming supplier-risk intelligence layers

Why Supply Chain Transformation Fails Before It Starts: The Missing Layer Between ERP and Decision-Making

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

Procurement AI is advancing faster than multi-tier supplier evidence

SAP's autonomous supply chain thesis shifts the bottleneck to decision orchestration

AEO creates a new visibility risk for supply chains

When AI gets supply-chain decisions wrong — and is sure that it is right

AI Around Optimization: Better Inputs, Decisions and Learning Loops

Resilience Planning Requires More Than Crisis Awareness

From Bots to Agentic Supply Chains: Why the Next Competitive Advantage Will Be Decision Augmentation, Not Full Automation

Supply Chain Skills Are Becoming Decision Architecture Skills

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

Production planning is becoming a financial decision system—but most companies still govern it as scheduling

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

AI’s role in building more sustainable supply chains

Agent washing creates a governance risk in supply-chain planning

What Driving Can Teach Us About Supply Chain Decision Support

DataLeo warns that AI-built Supply Chain tools could become the next generation of shadow IT

Kinaxis and the “SaaS-pocalypse” test: why supply chain software may be different

What Agent Washing Means for Supply Chain Planning Governance

Ankur Gupta argues supply chain needs world models, not just agents

AI is shifting power from information control to judgment in GCC organizations

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

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

From Execution Roles to Orchestration Roles in Supply Chain Operations

AI-Native Organizations Are Coming Faster Than Most Supply Chains Expect

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

Create a Decision and Permission Matrix for Supply Chain Planning Agents

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

Build a governed Claude Managed Agent for Supply Chain workflows

How to choose supply chain software when every vendor has an AI story

Build a Governed AI Control Tower for Logistics Questions

Run a One-Week Planning Master-Data Audit

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

Centrum-AI

Xeneta

MyExobrain

Holistic AI

IBM Supply Chain Intelligence

Anthropic

Coupa Supply Chain Design & Planning

Kinaxis

Databricks Mosaic AI

IBM watsonx

Sunstice

C3 AI Supply Chain Suite

Solvoyo

Lokad

o9 Solutions

AutoScheduler.AI

No Chain Technologies

Certa

Kodiak Hub

IntegrityNext

Everstream Analytics

Interos

Google Gemini Enterprise

OpenAI

EcoVadis

Craft

Amazon Bedrock

xAI

Optilogic

REMIRA

KPMG Supply Chain

Shakil Ahmed Chowdhury

Rob Handfield

David Simchi-Levi

Andreas Wieland

Richard Wilding

Yossi Sheffi

George Cooper

Chris Caplice

Hau L. Lee

Marco Macchi

Jagjit Singh Srai