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Envoy AI launches Ellie Workforce for autonomous freight execution

Infios introduces Archer for supply chain execution assistance

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

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

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

Quorum Software acquires Streamba to expand governed AI for energy logistics

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

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

Manhattan Associates unveils agentic AI across Manhattan Active solutions

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

RELEX expands AI-powered manufacturing planning from IBP to execution

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

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

Blue Yonder expands AI-driven cognitive planning and execution capabilities

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

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

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

Descartes acquires Tai to expand AI-enabled freight brokerage

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

FourKites launches Loft to orchestrate AI workflows across enterprise supply chains

Aptean acquires OpsVeda to connect planning with agentic operational execution

project44 launches Mo, a conversational Supply Chain analyst

SymphonyAI included in Forrester Retail Planning Platforms Landscape

Manhattan Associates makes its AI Agent Workforce commercially available

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

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

IFS.ai expands industrial AI relevance for scheduling, service and operational planning

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

Danone frames AI as a resilience layer for supply chains

Accenture invests in Aera Technology to fuel AI-enabled supply chains

Director, Global Supply Chain AI Business Strategy and Execution

Supply Chain Manager I, North America Transportation Execution

AI Portfolio Lead H/F

SAP AI Engineering Architect

Digital Solution Advisor, SAP Cloud ERP and Digital Supply Chain

SAP AI Engineering Architect

Senior Application Developer, MDK/Fiori/ABAP

Principal Engineer, Supply Chain Transformation

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

Manager / Senior Manager, Supply Chain AI-Driven Planning Advisory

Global Supply Chain Business Operations Intern, Data & AI

Associate Director — Integrated Digital Supply Chain Planning, Solution Architect

Applied AI/ML Software Engineer — Supply Chain AI and Decision Intelligence

Responsable Supply Chain H/F — Transition Mission

Co-Founder & CEO, AI Communication Agents for Freight & Logistics

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

Supply Chain Planner and Buyer

Manager, Global Supply Chain Services Digital and Data Analytics

Configuration Analyst — Supply Chain

Senior Capacity Delivery Reliability Planner, AWS Infra Supply Chain

Director of Deliver Operations Planning

Data & AI Consultant — Autonomous Supply Chain

Internship — End-to-End Logistics & Supply Chain Transformation

Supply Chain Strategy & Planning Manager

Account Executive, SAP Academy for Customer Success

Senior Director, Supply Planning — Networking Products

Sr Logistics Staff Manager

Solution Sales Expert — Supply Chain Management and Business Network

Change Coordinator

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

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: AI, from Investigation to Action

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

EVENT: Agentic AI Supply Chain Summit takes place in Delhi

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: Reuters Supply Chain USA 2026 — Day Two

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

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

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

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

WARNING: Supply-chain AI needs governance beyond automation

EVENT: RELEX and Blackstone examine the speed gap in supply-chain AI adoption

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

EVENT: RISC 2026 International Supply Chain Conference — 9 April 2026, Paris

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

EVENT: Supply Chain LIVE London Summit puts AI and resilience on the operating agenda

NOMINATION: J.M. Smucker appoints Douglas Guilherme SVP, Operations and Supply Chain

EVENT: Chain Reaction 2026 examines AI decision-making in Supply Chains

EVENT: Supply Chain AI Symposium takes place in Chicago

EVENT: Global Supply Chain Management conference runs in Niagara Falls

EVENT: SAP presents Q2 Revenue Growth Management planning and AI updates

Freight agents need commercial guardrails before execution authority

Agentic AI is turning logistics communication into an execution layer

Launch execution fails when allocation governance cannot keep pace

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

Human–AI teams need operating rules across planning and execution

Logistics buyers expect AI to improve visibility and decisions before autonomy

APS and manufacturing execution are converging around the same constraint model

Planning value increases when execution data closes the loop

Supply Chain AI adoption is moving from visibility to controlled action

Shift-left planning exposes feasibility constraints before execution

Workflow orchestration is the control plane for Supply Chain agents

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

From Execution Roles to Orchestration Roles in Supply Chain Operations

Enterprise AI architecture must preserve business meaning across systems

Supply Chain agents need transaction proof, not conversational fluency

Edge AI requires lifecycle control, not only real-time inference

The AI-empowered supply-chain leader still owns the decision

Jean-Philippe Poisson maps the AI strategies reshaping consulting delivery models

LeanDNA argues that the next frontier of Supply Chain AI is smarter action, not better prediction

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

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

Procurement AI creates value before the decision reaches ERP

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

Supply-chain AI needs more than automation

Supply-chain technology is converging on orchestration, composability and AI governance

Disunified agents can create conflicting Supply Chain decisions across ERP, WMS and logistics systems

The real bottleneck in Supply Chain AI is talent, not technology

The AI-skilled supply-chain talent gap requires role redesign, not hiring alone

Tillamook turns supply-chain planning into a growth engine

How to Establish Consistent Priorities Across Planning and Execution

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

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

Build a governed Claude Managed Agent for Supply Chain workflows

Build a Governed AI Control Tower for Logistics Questions

Connect SAP Digital Manufacturing to Joule through MCP and Joule Studio

Create a Decision and Permission Matrix for Supply Chain Planning Agents

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

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

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

Trax Retail

AutoScheduler.AI

QAD

Oracle Supply Chain Management

MyExobrain

Körber

SymphonyAI

Arize AI

Epicor

ThroughPut AI

SymphonyAI Retail CPG

Microsoft Dynamics 365 Supply Chain Management

Coupa Supply Chain Design & Planning

Trimble

Celonis

AWS Supply Chain

Google Cloud Supply Chain

IBM Supply Chain Intelligence

Manhattan Associates

Aptean

xAI

Blue Yonder

VusionGroup

Afresh

Siemens Digital Industries Software

Scandit

Microsoft

IBM

Google

Databricks

Kearney PERLab

Opus Numeris

Penske Logistics

Kearney Operations

BEOM Consulting

UPS Supply Chain Solutions

FedEx Supply Chain

DHL Supply Chain

Arvato Supply Chain Solutions

GS1

Rhenus Logistics

CEVA Logistics

Radial

GXO Logistics

CIPS

GEODIS

Chinmay Bhatt

Brittain Ladd

Thomas Barciet

Mark Sawaya

Jonathan Jackman

Gregory Pitstick

Bryan Gildenberg

Bart De Muynck

Conor E. Doherty

Vineet Khanna

David Simchi-Levi

Remko van Hoek

Lisa Anderson

Maria Villablanca

Philip Ideson