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EcoVadis supplier-risk report exposes AI data-readiness gap

Descartes adds auditable carrier-selection workflows to MyCarrierPortal

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

EcoVadis publishes reliability framework for supplier carbon data

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

Blue Yonder frames multi-enterprise visibility and agentic AI as a resilience layer

ARIS launches Process Context for Enterprise AI to ground agents in operational workflows

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

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

Oracle introduces Claw-powered agentic applications for supply chain planning and execution

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

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

Board and Microsoft bring agentic AI into enterprise planning

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

Primark selects Kallikor to simulate supply chain decisions before capital investment

SAP adds AI-assisted planning capabilities to Microsoft Excel

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

FICG links Johor manufacturing with Singapore sourcing and innovation through a JS-SEZ strategy

Chain launches AI agent for carrier negotiation and freight booking

Syngenta, McDonald’s and McCain strengthen China’s potato supply chain

Kraft Heinz combines procurement and supply-chain leadership

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

Senior Manager, Business Resilience

Mohawk Industries recruits a Director of Supply Chain Transformation and Artificial Intelligence

Consultancy — Supply Chain AI Specialist

Director — Supply Chain Procurement Advisory, Genpact

Connected Planning Model Builder

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

WARNING: Supply-chain AI needs governance beyond automation

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

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

EVENT: INSA programme examines supply-chain and third-party resilience

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

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

RISK: Boards Lack Governance Models for Agentic Decision Rights

RISK: Corporate Digital Subscription Sprawl Weakens Cost and Access Governance

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

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

WARNING: Specialized planning agents can multiply faster than their governance model

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

RISK: Commercial Autonomous Freight Requires Clear Exception and Liability Ownership

RISK: AI autonomy can expand faster than human accountability

REGULATION: EDPS Publishes Structured AI Risk-Management Guidance

WARNING: French court rulings show AI tools can be suspended when worker consultation is skipped

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

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

WARNING: AI alone cannot run inventory planning without human decision controls

EVENT: Algo Hosts “The Trillion-Dollar Forecast” Webinar on Forecasting as a Scenario Tool

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

RISK: Third-Party ICT Dependence Deepens Despite Stronger Supply Chain Controls

EVENT: INDL-9 examines the human data-work layer behind AI supply chains

WARNING: AI planning can scale semantic fragmentation if data meaning is not governed

RISK: Vendor comparison content can blur independent analysis and competitive positioning

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

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

WARNING: Digital twins can create a second version of capacity if planning systems are not synchronized

WARNING: Inventory-platform replacement can recreate shadow planning if parameters remain unowned

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

AEO creates a new visibility risk for supply chains

Digital Subscription Sprawl Is Becoming a Governance Risk

AI’s role in building more sustainable supply chains

Agent washing creates a governance risk in supply-chain planning

Supply-chain AI needs more than automation

Modern Demand Planning Requires Model Selection, External Signals and Governance

What Agent Washing Means for Supply Chain Planning Governance

IBM study warns that AI dependency can reduce operational control

Procurement AI creates a second risk surface for every automated action

Model Literacy Matters Only When Planning Decisions Are Governed

AI Skills Are Not Enough If Decision Ownership Is Unclear

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

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

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

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

Procurement's AI skills gap: decision capability matters more than tool fluency

Konstantin Zlobin: AI struggles when planning pilots meet operational reality

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

Logility white paper reframes demand planning around AI, sensing and explainable forecasts

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

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

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

AI Agent Spending Is Accelerating Faster Than Enterprise Deployment Discipline

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

Is the Hybrid Expert the Future of APS and AI-Driven Supply Chain Projects?

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

Komugi Uses a Three-Month Test Model to Reduce Risk in Industrial Planning Adoption

AI agents are reaching production faster than organizations are defining accountability

AI orchestration in demand-supply networks: what breaks first?

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

Create a Decision and Permission Matrix for Supply Chain Planning Agents

Build a Governed AI Control Tower for Logistics Questions

Build and Govern a Production-Ready AI Agent with Amazon Bedrock AgentCore

Run a One-Week Planning Master-Data Audit

Build a governed Claude Managed Agent for Supply Chain workflows

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

Credo AI

Holistic AI

Centrum-AI

OneTrust

Xeneta

Anthropic

Kinaxis

IBM watsonx

Anaplan

Pigment

SAP

xAI

ToolsGroup

OpenAI

Optilogic

Coupa Supply Chain Design & Planning

Databricks Mosaic AI

Amazon Bedrock

Sunstice

REMIRA

StockIQ Technologies

Netstock

Enmovil

IFS Cloud

C3 AI Supply Chain Suite

Blue Yonder

Lokad

Google Gemini Enterprise

Vekia

Flowlity

Tomer Gamlielle-Druyan