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

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

RELEX expands AI-powered manufacturing planning from IBP to execution

Blue Yonder expands AI-driven cognitive planning and execution capabilities

Logility launches an agentic orchestration layer across planning and execution

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

SymphonyAI included in Forrester Retail Planning Platforms Landscape

Aptean acquires OpsVeda to connect planning with agentic operational execution

Miro and Fortience advance an SCM Decision Canvas for supply-chain planning

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

REMIRA positions AI-powered inventory and supply chain software for European planning teams

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

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

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

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

Community Coffee selects RELEX for unified demand, inventory and S&OP planning

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

o9 frames Responsible AI as enterprise readiness for agentic planning

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

Algo Acquires Demand Driven Technologies to Create a Unified Demand-to-Supply Planning Platform

Komugi Uses SIANE 2025 to Promote Outsourced PIC and MRP Planning for Industrial SMEs

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

Intuiflow Integrates SKU Science Demand Planning into Its Planning Platform

B2Wise launches CommWise.ai for extensible AI planning workflows

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

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

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

Carhartt selects RELEX for unified AI-driven supply-chain planning

Havoc and Rune integrate autonomy with logistics planning

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

Material Planning Analyst

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

Supply Chain Manager I, North America Transportation Execution

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

Director of Deliver Operations Planning

Senior Director, Supply Planning — Networking Products

Associate Director — Integrated Digital Supply Chain Planning, Solution Architect

Consultant — AI & Data / SAP IBP Supply Planning

Manager of Deliver Operations Planning

Material Planning Specialist — AI & Automation Focus

Director, Global Supply Chain AI Business Strategy and Execution

Senior Application Developer, MDK/Fiori/ABAP

Solution Architect — Supply Chain Planning, Manufacturing

Solution Architect — Production Planning and Scheduling

Change Coordinator

Enterprise Solution Architect — Demand Planning and Fulfillment

Senior Capacity Delivery Reliability Planner, AWS Infra Supply Chain

Principal Engineer, Supply Chain Transformation

Sr Logistics Staff Manager

Supply Chain Strategy & Planning Manager

Senior Director, Network Development and Execution

Operations Manager

Planning and Scheduling Manager

Manufacturing Master Scheduler

Supply Chain Planner and Buyer

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

Site Materials Manager

Product Manager — Tire Brands

External Manufacturing Supply Chain Manager

Operation Lead, Amazon Now

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

EVENT: Baxter Planning on orchestrating service planning and execution

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

EVENT: Rapidflow tests an Oracle Fusion Planning Cycle Agent

EVENT: Intuiflow showcases Demand Driven planning at Procurement Summit Hamburg

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

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

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

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

EVENT: ASCM and IBF Best of the Best S&OP Conference returns to Chicago in June 2026

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

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

EVENT: Supply Chain Event 2026 confirms its December dates in Paris

EVENT: Intuiflow by Algo hosts its 2026 User Conference in Bordeaux

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

EVENT: MyExobrain returns to Supply Chain Event 2025 to showcase AI decision agents

REGULATION: Dutch distance-based truck toll takes effect

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

EVENT: Reuters Supply Chain USA 2026 — Day Two

EVENT: Supply Chain AI Symposium takes place in Chicago

NOMINATION: o9 Solutions appoints Krishnakumar Kulankara as Chief Operating Officer

WARNING: “APS” can describe fundamentally different decision scopes

EVENT: Inventory and Warehousing Summit takes place in Delhi

EVENT: Arnaud Morvan leads Alpes Supply Chain session on AI in supply chain

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

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 benchmarks should test decision speed, not feature breadth

Jon Nichols shows what continuous planning looks like in a next-gen planner’s week

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

Supplier risk visibility is not enough without downstream impact translation

Tillamook turns supply-chain planning into a growth engine

Supply chain planning in 2026: why AI alone is not enough

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

Ganacos Frames Inventory Optimization as a Continuous Decision Process Across ERP, WMS and Planning

AI supply-chain planning must connect alerts to controlled execution

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

Planning-stack ownership is becoming a Supply Chain role

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

AI Agents in Supply Chain: From Planning Trade-Offs to Enterprise Decision Redesign

From Execution Roles to Orchestration Roles in Supply Chain Operations

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

Human–AI teams need operating rules across planning and execution

Why Closed-Loop Control Matters in Modern Supply Chain Planning

Komugi Connects PIC, PDP, Workload Planning and Scheduling in a Single Industrial Decision Chain

Initial versus current requested delivery dates in demand planning

Seven ways AI planning software addresses meat manufacturing constraints

o9, Kinaxis, OMP and Anaplan: Four Different Visions for AI-Driven Supply Chain Planning

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

DataLeo evaluates agentic planning as an acceleration layer, not a replacement for planning structure

SAP is expanding the definition of Transportation Management

Create a Decision and Permission Matrix for Supply Chain Planning Agents

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

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

Build a Governed AI Control Tower for Logistics Questions

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

Build a governed Claude Managed Agent for Supply Chain workflows

QAD

AutoScheduler.AI

Delfoi

Coupa Supply Chain Design & Planning

Plex

E2open Planning

sedApta

Oracle Supply Chain Management

Aptean

Blue Yonder

Centric Software

Cogsy

Demand Driven Technologies

Imperia

Blue Ridge

Avercast

The Access Group

CyberPlan

JITbase

Dialflo

Jedox

Asprova

Epicor

Enmovil

SymphonyAI Retail CPG

Aera Technology

Microsoft Dynamics 365 Supply Chain Management

Kinaxis

Trimble

SymphonyAI

Kearney Operations

BEOM Consulting

GS1

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

Chinmay Bhatt

Thomas Barciet

Mark Sawaya

Gregory Pitstick

Conor E. Doherty

Jonathan Jackman

Lisa Anderson

Vineet Khanna