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Envoy AI launches Ellie Workforce for autonomous freight execution

Infios introduces Archer for supply chain execution assistance

Sunstice and Kbrw connect planning and execution through an agentic decision loop

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

Infios adds AI agents for supply chain execution across orders, warehouses and transportation

FourKites enhances Inventory Twin to connect S&OP planning with execution

MGI and Shanghai AI Laboratory launch agents that connect laboratory planning to physical execution

Aptean acquires OpsVeda to connect planning with agentic operational execution

GreyOrange Positions GreyMatter as a Multi-Agent Control Layer for Warehouse Execution

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

Descartes acquires Tai to expand AI-enabled freight brokerage

Quorum Software acquires Streamba to expand governed AI for energy logistics

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

Manhattan Associates unveils agentic AI across Manhattan Active solutions

GreyOrange deploys gStore across PetSmart’s U.S. store network

Infor puts warehouse readiness at the center of AI-at-scale execution

Radius Aerospace and LeanDNA provide evidence of factory-first supply execution

RELEX expands AI-powered manufacturing planning from IBP to execution

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

Blue Yonder expands AI-driven cognitive planning and execution capabilities

SAP launches industry-specific AI portfolio around end-to-end agentic execution

SAP presents its autonomous Supply Chain vision around AI agents and orchestration

Cognite launches an AI-powered Integrated Supply Chain offering for industrial operations

Logility launches an agentic orchestration layer across planning and execution

FourKites launches Loft to orchestrate AI workflows across enterprise supply chains

Zebra expands AI-powered Symmetry Fulfillment with fewer robots

project44 launches Mo, a conversational Supply Chain analyst

Amazon commits another $13B to India AI and cloud infrastructure

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

DELMIA supply chain planning and optimization remains central to Dassault Systèmes’ virtual-twin planning strategy

Director, Global Supply Chain AI Business Strategy and Execution

Supply Chain Manager I, North America Transportation Execution

Transportation Representative, Network Operations Center

Senior Application Developer, MDK/Fiori/ABAP

Senior Director, Network Development and Execution

Operation Lead, Amazon Now

Change Coordinator

Supply Chain Planner and Buyer

Specialist, Order Management

Material Planning Analyst

Transportation Representative, GSF Singapore operations

Category Manager, Packaging, Global Procurement Operations

Manager, Distribution

Senior Capacity Delivery Reliability Planner, AWS Infra Supply Chain

Staff Data Scientist, AI/ML, Generative AI & Agentic Systems

Sr Logistics Staff Manager

Product Manager — Tire Brands

SAP IBP Supply Chain Planning Consultant – S&OP/S&OE

Director of Deliver Operations Planning

AI Portfolio Lead H/F

Specialist III, Material Logistics and S&OP

External Manufacturing Supply Chain Manager

Consultant — AI & Data / SAP IBP Supply Planning

Data & AI Consultant — Autonomous Supply Chain

Senior Manager — AI & Self-Healing Engine, Last Mile Delivery

Manufacturing Master Scheduler

Demand Planner

Manager of Deliver Operations Planning

Supply Chain Strategy & Planning Manager

Material Planning Specialist — AI & Automation Focus

EVENT: FMI Supply Chain Forum asks retailers to prepare for AI-enabled execution

EVENT: SAP demonstrates business AI across supply-chain planning and execution

EVENT: Supply-chain orchestration connects planning and execution

EVENT: Supply Chain LIVE London to Examine the Future of AI in Planning and Execution

EVENT: Mannheim benchmarks AI and procurement execution gaps

EVENT: AI Across the Chain moves the discussion from planning to physical execution

EVENT: Baxter Planning on orchestrating service planning and execution

EVENT: AI, from Investigation to Action

REGULATION: CBP changes CAPE declaration handling for bonded-warehouse entries

EVENT: Inspectorio focuses Atlanta roundtable on moving Supply Chain AI from vision to execution

WARNING: Post-holiday US freight restart creates a compressed Monday execution window

WARNING: Supply Chain AI Talent Demand Jumps 387%, Widening the Execution Gap

REGULATION: CBP begins immediate voiding of inaccurate importer-of-record numbers

EVENT: Samsung SDS convenes Hungary conference around intelligent Supply Chains

EVENT: Agentic AI Supply Chain Summit takes place in Delhi

EVENT: ARC Industry Leadership Forum Asia opens in Tokyo

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

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: Optilogic examines how supply-chain design can close the decision-speed gap

EVENT: Intuiflow showcases Demand Driven planning at Procurement Summit Hamburg

EVENT: Reuters Supply Chain USA 2026 — Day Two

EVENT: AI Agents in Supply Chain — From Use Cases to Operational Adoption

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

EVENT: Supply Chain Village Roundtable Questions Whether APS Remain Best Placed to Reduce Inventory Without Hurting Service Levels

RISK: Boards Lack Governance Models for Agentic Decision Rights

SECURITY: NIST Calls for Action-Based Controls Around AI-Agent Tools

EVENT: Rapidflow tests an Oracle Fusion Planning Cycle Agent

EVENT: Supply Chain orchestration panel to examine agentic AI and human decision ownership

WARNING: Supply-chain AI needs governance beyond automation

APS and manufacturing execution are converging around the same constraint model

Launch execution fails when allocation governance cannot keep pace

Parcel capacity can be a software-architecture constraint rather than a building constraint

Planning value increases when execution data closes the loop

Shift-left planning exposes feasibility constraints before execution

Agentic AI is turning logistics communication into an execution layer

How to Establish Consistent Priorities Across Planning and Execution

Logistics buyers expect AI to improve visibility and decisions before autonomy

Customs configuration changes can stop physical flow

Human–AI teams need operating rules across planning and execution

Supplier risk visibility is not enough without downstream impact translation

Supply Chain AI adoption is moving from visibility to controlled action

From Execution Roles to Orchestration Roles in Supply Chain Operations

Ganacos Positions the Master Production Schedule as the Link Between Forecasts, Capacity and Execution

Shakil Ahmed Chowdhury argues that AI will shift Procurement and Supply Chain work from execution to judgment

Why Closed-Loop Control Matters in Modern Supply Chain Planning

Five Operational Levers for Reducing Supply Chain Variability

Agentic logistics works only when agents can survive operational exceptions

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

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

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

Stochastic optimization is becoming the governed middle layer between AI and MRP

Order management should expose supply truth, not protect customer promises

Inventory congestion is usually created before the warehouse

Supply Chain agents need transaction proof, not conversational fluency

Long-term semiconductor agreements shift risk upstream to yield and qualification

OpenAI’s Deployment Company raises the stakes for specialist Supply Chain consultancies

Supply-chain AI needs more than automation

Six AI developments reshaping supply-chain software

S&OP needs decision memory, not another collaborative whiteboard

Connect SAP Digital Manufacturing to Joule through MCP and Joule Studio

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

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

Create a Decision and Permission Matrix for Supply Chain Planning Agents

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

Build a Governed AI Control Tower for Logistics Questions

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

Trax Retail

AutoScheduler.AI

QAD

Körber

Trimble

Delfoi

Manhattan Associates

Epicor

Blue Yonder

Honeywell Intelligrated

Plex

Celonis

sedApta

Oracle Supply Chain Management

Aptean

KBRW

Enmovil

ThroughPut AI

SymphonyAI Retail CPG

Aera Technology

Microsoft Dynamics 365 Supply Chain Management

Coupa Supply Chain Design & Planning

Kinaxis

MyExobrain

VusionGroup

Centric Software

Afresh

C.H. Robinson Navisphere

E2open Planning

project44

Kearney PERLab

Opus Numeris

GS1

CIPS

UPS Supply Chain Solutions

Rhenus Logistics

Radial

Penske Logistics

Kenco Group

GXO Logistics

GEODIS

FM Logistic

FedEx Supply Chain

DHL Supply Chain

CEVA Logistics

Arvato Supply Chain Solutions

Kearney Operations

BEOM Consulting

Chinmay Bhatt

Thomas Barciet

Lisa Anderson

Mark Sawaya

Jonathan Jackman

Gregory Pitstick

Bryan Gildenberg

Raffaello D’Andrea

Remko van Hoek

Brittain Ladd

Bart De Muynck

Conor E. Doherty

Vineet Khanna

Philip Ideson

Maria Villablanca

David Simchi-Levi