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Logistics Reply introduces an authority model for AI agents in warehouse execution

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

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

Loadsmart expands logistics AI agents across dock, yard and warehouse workflows

FourKites introduces Outcome-as-a-Service to shift supply chain AI toward operational results

Descartes acquires Tai to expand AI-enabled freight brokerage

Quorum Software acquires Streamba to expand governed AI for energy logistics

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

Walmart and Symbotic expand warehouse automation agreement across 25 U.S. distribution centers

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

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

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

FourKites and Chorus launch Store Marketing Intelligence for consumer brands

ReposiTrak moves Touchless Retail from launch to live DSD deployment

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

Shipium moves parcel audit upstream with Always-On Audit

project44 launches Mo, a conversational Supply Chain analyst

Argentina's Vantegrate launches Trazzo for AI-powered last-mile delivery planning

Mecalux builds AI-agent infrastructure for warehouse decision support

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

Blue Yonder named Leader in inaugural Gartner Magic Quadrant for Supply Chain Management Suites

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

Coupa and Celonis combine process intelligence with autonomous spend management

Director, Global Supply Chain AI Business Strategy and Execution

Supply Chain Manager I, North America Transportation Execution

Applied Scientist, Execution Planning Science & Engineering, Amazon (10562813)

Transportation Representative, Network Operations Center

Supply Chain Planning and Operations (SCPO) AI Lead - Intel

Senior Application Developer, MDK/Fiori/ABAP

Senior Director, Network Development and Execution

Global Squeeze S&OP Manager

Operation Lead, Amazon Now

Change Coordinator

Factory Planner — NVIDIA (JR2021699)

Supply Chain Planner and Buyer

Specialist, Order Management

Material Planning Analyst

Transportation Representative, GSF Singapore operations

Manager, Distribution

Category Manager, Packaging, Global Procurement Operations

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

Principal Data Scientist - Agentic AI Systems Engineering and Model Post-Training

Distinguished Data Scientist - Agentic AI Systems Engineering and Model Post-Training

Global ISC Continuous Improvement Manager, Supply Chain

Specialist III, Material Logistics and S&OP

External Manufacturing Supply Chain Manager

Consultant — AI & Data / SAP IBP Supply Planning

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

NOMINATION: PPG appoints Anthony DeGram vice president, global supply chain, separating procurement and supply chain leadership

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: Flipkart appoints Vinay Vaidya to lead technology for supply chain

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

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

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

RISK: Boards Lack Governance Models for Agentic Decision Rights

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

Toyota Automated Logistics appoints Matt Kuper as inaugural Chief Operating Officer, Americas

EVENT: Rapidflow tests an Oracle Fusion Planning Cycle Agent

Zebra’s physical AI reframes Supply Chain AI around sensors, workers and execution

Supply-chain execution AI needs a semantic layer between systems and actions

Freight agents need commercial guardrails before execution authority

APS and manufacturing execution are converging around the same constraint model

Launch execution fails when allocation governance cannot keep pace

Cleo research links investor confidence to supply chain execution

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

Agentic AI is turning logistics communication into an execution layer

Shift-left planning exposes feasibility constraints before execution

Planning value increases when execution data closes the loop

How to Establish Consistent Priorities Across Planning and Execution

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

Logistics buyers expect AI to improve visibility and decisions before autonomy

Logistics AI is splitting into shipper decision intelligence and provider execution infrastructure

Customs configuration changes can stop physical flow

Human–AI teams need operating rules across planning and execution

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

Supplier risk visibility is not enough without downstream impact translation

SAP is expanding the definition of Transportation Management

Supply Chain AI adoption is moving from visibility to controlled action

Supply Chain Copilots—Network Decision Intelligence & Autonomous Execution

AI supply-chain planning must connect alerts to controlled execution

Indonesia-focused view: AI agents are moving into real-time supply chain execution

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

AI in TMS matters only when it is embedded in the transport decision process

Five Operational Levers for Reducing Supply Chain Variability

Why Closed-Loop Control Matters in Modern Supply Chain Planning

The moment of truth in supply chain planning happens after the plan

Agentic logistics works only when agents can survive operational exceptions

Software supply-chain AI must prove safe remediation, not only faster patching

Connect SAP Digital Manufacturing to Joule through MCP and Joule Studio

Map the supply chain IT portfolio before adding another AI application

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

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

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

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

Create a Decision and Permission Matrix for Supply Chain Planning Agents

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

Michael Levans

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