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

Flowlity positions probabilistic planning as an alternative to Excel-based workflows

Atlas Copco moves to probability-based supply-chain planning with ToolsGroup

BISSELL accelerates end-to-end supply chain planning with o9 Solutions

Enmovil raises $6 million to scale AI supply chain planning and visibility

Lokad continues to challenge forecast-centric planning with probabilistic and financially prioritized decisions

Zebra and Merck develop product-safety and traceability solutions for connected supply chains

SAP adds AI-assisted planning capabilities to Microsoft Excel

METRO applies AI planning to improve fresh-food availability and reduce waste

Algo Acquires Demand Driven Technologies (Intuiflow) to Expand Demand-Driven Planning Capabilities

Netstock launches AI Pack for SMB supply chain visibility and inventory decisions

Coupa and Celonis combine process intelligence with autonomous spend management

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

o9 expands tariff scenario planning and supplier collaboration capabilities

Blue Yonder expands AI-driven cognitive planning and execution capabilities

project44 adds AI data-quality agents and optimization capabilities to Movement

Oracle adds AI-powered logistics and order-management capabilities

Bluecrux Recognized as a Gartner Leader for Specialist Supply Chain Strategy, Planning and Operations

project44 acquires LunaPath.ai to accelerate autonomous supply-chain execution

FourKites launches Loft to orchestrate AI workflows across enterprise supply chains

project44 launches Decision Intelligence for automated supply-chain operations

ToolsGroup combines demand planning and pricing for inventory-aware demand shaping

Autone raises $17 million to scale AI-powered retail inventory planning

Kinaxis Links Adaptive Planning to Tire-Industry Volatility and Reverse Logistics

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

U.S. Army awards Rune Technologies a $99M contract for AI-powered predictive logistics

Gartner’s 2026 Supply Chain Top 25 puts autonomous workforces and AI orchestration at the center

Pigment Introduces Graphite Architecture for Scalable, Governed Planning

Gala Supply Chain 2025 Signals AI’s Growing Role in Operations and Planning

Anthropic’s Founder’s Playbook Signals the Rise of AI-Native Operating Models — And Supply Chains Should Pay Attention

Data & BI Junior Project Manager Intern — Softgoods R&D

Principal Technical Program Manager, AWS Applied AI Solutions Core Services

Senior Application Developer, MDK/Fiori/ABAP

Demand & Inventory Planner – Food Import & Trading

Demand Plan & Orders Scheduling Analyst

Senior Capacity Delivery Reliability Planner, AWS Infra Supply Chain

Senior Service Parts Forecasting Manager

Material Planning Analyst

Senior Product Manager, Supply Chain

Enterprise Account Executive, Supply Chain Risk Management

Operation Lead, Amazon Now

Applied Scientist, Worldwide Grocery Stores Data and Science

Data and Controls Engineer

Product Manager, Data Platform & AI Platform

Connected Planning Model Builder

Technical Product Owner — Plan

Senior Software Developer — Operations Research

Product Consultant — Operations Research

Solution Consultant

Supply Chain AI and Data Science Lead

AI Developer

IT & Data Product Analyst — Integrated Business Planning

Responsable Supply Chain H/F — Transition Mission

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

SCM Technology Manager

Manager, Strategic Supply Chain

Loss Prevention Specialist

Solution Sales Executive, Supply Chain Management

Interim Supply Chain Manager — Food Manufacturing

Product Manager, Modelling & Optimisation

EVENT: Sam Robinson promoted to VP, Procurement at CleanArc Data Centers

NOMINATION: Debbie Murray appointed President and CEO of Canada’s National Maritime Group

EVENT: Sunstice to host webinar on touchless demand planning and Agentic AI

REGULATION: EU AI Act Literacy and Prohibited-Practice Rules Enter Into Application

RISK: Commercial Autonomous Freight Requires Clear Exception and Liability Ownership

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

WARNING: AI-Enabled Vulnerability Discovery Is Breaking the Traditional Patch Cycle

EVENT: CILT Hong Kong examines practical AI applications in supply chains

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

RISK: Middle East disruption drives port congestion and container shortages in India

EVENT: On-demand webinar — Demand Planning in 100 Days

EVENT: Alain Matar to demonstrate a Claude-built IBP engine for GSCC

WARNING: Only 21% of Enterprises Report Visibility Into Their AI Agents

EVENT: How I vibe-coded my Advanced Planning System

EVENT: Sourceability reviews semiconductor lead-time and pricing risks

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

EVENT: Alkemys webinar highlights pragmatic AI agents in Supply Chain

RISK: AI autonomy can expand faster than human accountability

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

DISRUPTION: Marks & Spencer Cyberattack Halts Online Orders and Disrupts Food Availability

EVENT: Reuters Supply Chain USA 2026 — Day Two

WARNING: Legacy Data Gaps Continue to Limit AI-Based Supply Chain Response

SECURITY: Armed Groups and Illicit Actors Are Penetrating Legitimate Supply Chains

NOMINATION: o9 Solutions promotes Ashwin Rao to CTO as APEX becomes its AI planning bet

NOMINATION: Flipkart appoints Vinay Vaidya to lead technology for supply chain

EVENT: Intuiflow showcases Demand Driven planning at Procurement Summit Hamburg

EVENT: AI addresses hidden costs in component sourcing

Replay Available: Building an Agentic AI Supply Chain Decision Engine with Claude Code

NOMINATION: Vineet Khanna Joins Kearney PERLab as Advisor

DISRUPTION: Hormuz reopening remains constrained by mines, permits and marine-fuel shortages

Single-View Visibility as a Supply Chain Decision Enabler

Is MAPE Still the Right Forecast Accuracy Metric for Demand Planning?

Konstantin Zlobin: AI struggles when planning pilots meet operational reality

Why Inventory Targets Should Reflect Variability, Lead Time and Capacity

Five Operational Levers for Reducing Supply Chain Variability

Moving From Deterministic Plans to Probabilistic Supply Chain Decisions

How Levelled Pull Flow Can Stabilize Production

Lora Cecere warns against the AI spin cycle in supply chain planning

What Agent Washing Means for Supply Chain Planning Governance

Maria Jesús Sáenz identifies the dynamic capabilities required for digital Supply Chain transformation

Composable Architecture as the Foundation for Scalable Supply Chain AI

The Real Question Behind Supply Chain AI Agents: Who Owns the Decision?

Why Forecast Accuracy Matters More Than AI Labels

DataLeo sees demand planning roles shifting toward hybrid business-and-data profiles

Critical Thinking Is Becoming a Core Supply Chain Planning Capability

Yossi Sheffi examines how AI changes labor, adaptability and decision-making in modern Supply Chains

Rob Handfield argues that Supply Chain careers are changing while core capabilities remain essential

David Simchi-Levi’s 2026 research shows how information delays shape forecastability and inventory cost

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

Combining Forecasts and Pull Flow for Predictable Demand Events

Chris Caplice examines how logistics platforms can move beyond digital filing cabinets

Sheri Hinish calls for regenerative Supply Chains rather than further optimization of broken systems

Self-steering supply chains are arriving before companies have defined who owns the decision

What Driving Can Teach Us About Supply Chain Decision Support

Stefano Esposizione argues that AI will amplify weak Supply Chain governance rather than fix it

o9 Leadership Move Signals A Market Positioning Watchout

Technology Radar Programs Shift the Question From Trends to Decisions

Resilience Planning Requires More Than Crisis Awareness

AI Infrastructure Opportunities May Matter More Than End Applications

AI Adoption Discussions Are Shifting From Hype to Operational Evidence

Build a Governed AI Control Tower for Logistics Questions

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

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

Build a Simulation-First AI Agent to Monitor Supply Chain Delivery Failures

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

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

Create a Decision and Permission Matrix for Supply Chain Planning Agents

Run a One-Week Planning Master-Data Audit

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

Build a governed Claude Managed Agent for Supply Chain workflows

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

22 practical Data Science projects for Supply Chain teams

C.H. Robinson Navisphere

IntegrityNext

Everstream Analytics

FarEye

AWS Supply Chain

IBM Supply Chain Intelligence

FourKites

Enmovil

Flowlity

ToolsGroup

Lokad

EcoVadis

Wakeo

Flexport

Tive

Roambee

Overhaul

Shippeo

Transporeon

project44

Alloy

GreyOrange

QAD

Oracle Supply Chain Management

IBM watsonx

Amazon Bedrock

Microsoft Azure AI Foundry

Centrum-AI

AI21 Labs

Meta Llama

GS1

ABI Research

C.H. Robinson

DataLeo

Bluecrux

ETH Zurich

Robotics 24/7

NTT DATA Supply Chain Consulting

Kearney PERLab

Thoucentric

Alkemys Consulting

Opus Numeris

MIT Data Science Lab

AWESOME

KPMG Supply Chain

Forrester

DC Velocity

Rhenus Logistics

Radial

Nippon Express

Kuehne+Nagel

Hellmann Worldwide Logistics

Bleckmann

EyeOn

Genpact Supply Chain

Bain Operations

ISG Software Research

IDC Supply Chain

BEOM Consulting

Melonee Wise

Eugene Demaitre

Remko van Hoek

Lars Jensen

Joannes Vermorel

Nicolas Vandeput

Sarah Barnes-Humphrey

Jay Lee

Bart De Muynck

Tom Raftery

Anne Robinson

Ken Goldberg

Wolfgang Lehmacher

Sheri Hinish

Alain Matar

Pierre Mitchell

Pascal Van Hentenryck

Ken Chadwick

Pauline Coquinot

Shakil Ahmed Chowdhury

Radu Palamariu

Jean-François Nordmann

Samir Saci

Koen Wijnen

Diego Faria

Raffaello D’Andrea

Elisabeth Braw

Jonathon Karelse

Florent Tronquit

Amélie Destefanis