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ISG sees rising AI investment in forecasting and scenario planning

John Galt adds faster scenario planning and conversational AI to Atlas

Colibri S&OP positions AI agents inside accessible supply chain planning workflows

Board launches supply-chain and merchandising agents for continuous planning

Anaplan expands India hub to support agentic enterprise planning

ISG says AI is accelerating agile Supply Chain planning platforms

MANE selects Kinaxis Maestro to modernize global demand planning

Kinaxis brings NVIDIA AI acceleration into Maestro for large-scale planning optimization

Pigment and Amazon discuss AI-driven speed and trust in supply chain planning

Kinaxis launches Tariff Response for rapid scenario modeling

LeanDNA launches Demand Scenario Modeling in APEX

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

o9 expands tariff scenario planning and supplier collaboration capabilities

FuturMaster becomes Sunstice and introduces Structured Agility for SCP and RGM

AIMMS enters new growth phase after acquisition by GRO

Pigment Introduces Graphite Architecture for Scalable, Governed Planning

Board and Microsoft bring agentic AI into enterprise planning

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

Anaplan expands AI-driven enterprise planning with Custom Analyst and Agent Studio

Coupa adds AI-powered intelligence to supply-chain modeling

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

Optilogic and Connexxion Consulting partner on AI-powered supply chain design in Brazil

Gartner finds network-decision approvals are frequently reopened

Sunstice launches Helios agentic AI layer for faster supply-chain decisions

Komugi Brings Workload-Capacity Planning to Global Industrie 2025

US chooses negotiations over immediate aircraft tariffs

River Logic and TenglerConsulting partner on value-chain optimization in Europe

Walmart uses AI and digital twins to manage global supply-chain disruption

Flowlity Introduces Forecast Studio to Make AI Demand Forecasts More Transparent

Logility launches Continuous Network Optimization for ongoing supply-chain design

Global Process Owner — Sales and Operations Planning

Director of Deliver Operations Planning

Consultant — AI & Data / SAP IBP Supply Planning

Associate Director — Global Oncology Forecasting and Analytics

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

Supply Chain Strategist and Inventory Champion

Customer Value Director — Supply Chain Design & Planning

Senior Manager, Supply Network Planning

Manager, Supply Planning

Senior Manager — Supply Chain Network Capacity & Flow

Senior Director, Network Development and Execution

Principal Development Architect, SAP Business Data Cloud

QA Consultant / QA Automation Engineer — Supply Chain Technology

Global Supply Manager

Senior Solution Architect — Demand, Supply, Production and S&OP

Director, Supply Chain – Caucasus and Central Asia

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

Specialist III, Material Logistics and S&OP

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

EVENT: Digital Twins & Process session focuses on supply-chain scenarios

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: B2Wise runs demand-driven factory planning workshop in Paris

EVENT: OMP Asia conferences put decision velocity and autonomous planning on the APS agenda

EVENT: Board Outside-In Enterprise Learning Session

EVENT: AIMMS session explores optimization-led supply-chain planning

REGULATION: USMCA review opens a new period of sourcing uncertainty

WARNING: “One data model” does not guarantee one governed planning truth

RISK: IMO Begins Coordinated Passage for Ships Stranded in the Gulf

WARNING: AI planning can scale semantic fragmentation if data meaning is not governed

EVENT: Board explores outside-in signals for continuous enterprise planning

EVENT: Reuters Supply Chain USA 2026 — Day Two

WARNING: Digital twins can create a second version of capacity if planning systems are not synchronized

RISK: Supply planning can become hidden capital allocation when the objective function is unclear

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

FAILURE: IBP change programs can deploy software faster than decision rights

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

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

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

RISK: Panama Canal slot cuts push priority transit premium to record $5.3m

REGULATION: 25% US tariff on many Brazilian imports takes effect

REGULATION: Dutch distance-based truck toll takes effect

WARNING: Supply Chains Remain Exposed to Repeated Black-Swan Disruptions

EVENT: India completes military-logistics AI programme

ALERT: US truck rates rise sharply despite softer freight volumes

EVENT: From Risk to Resilience — AI’s Role in the Modern Defense Supply Chain

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

DISRUPTION: Rhine low water cuts effective inland capacity

Agile planning platforms need decision architecture, not only AI features

Planning benchmarks should test decision speed, not feature breadth

o9 and NVIDIA show why solve time limits AI planning value

Network-planning regret needs option design, not another approval loop

Shift-left planning exposes feasibility constraints before execution

Chipflation is becoming a cross-industry planning constraint

Ganacos Links Demand Planning Performance to Data Quality, Cross-Functional Ownership and Scenario Governance

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

Customer-driven planning puts APS value back inside constraints

Ganacos White Paper Frames S&OP as an Integrated Decision Process Across Supply, Finance and Operations

Digital twins only matter when they change replenishment and routing decisions

Supplier risk visibility is not enough without downstream impact translation

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

AI sustainability is becoming a physical Supply Chain constraint

Power-planning software is becoming part of industrial Supply Chain architecture

South Korea’s AI investment wave will expose shared physical bottlenecks

From planners to orchestrators: the rise of AI-driven planning in retail

Raw-material shortages should change planning assumptions, not only risk dashboards

Supply-chain planning software is becoming accessible to SMBs—implementation discipline is not

Continuous-planning agents must remain connected to governed plans

A digital twin is useful only when it feeds one governed capacity truth

Supply planning is becoming capital allocation with a service constraint

Category planning is policy governance—not spreadsheet maintenance

Digital supply chain value is moving from visibility to decision intelligence

Komugi Frames Workload-Capacity Audits as the Foundation of Industrial Planning Transformation

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

AI-first planning vendors differ most in who owns the model

DTC inventory planning is becoming cash-flow governance by SKU class

Production planning is becoming a financial decision system—but most companies still govern it as scheduling

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

Build a Governed S&OP Scenario Register Instead of Managing Scenarios in Email

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

Build a Governed AI Control Tower for Logistics Questions

Workday Adaptive Planning

ketteQ

ICRON

Jedox

Coupa Supply Chain Design & Planning

River Logic

AIMMS

Logility

Pigment

Kinaxis

Colibri S&OP

Anaplan

o9 Solutions

OMP

Board International

Centrum-AI

Optilogic

Daisy Intelligence

Anthropic

Sunstice

FuturMaster

Board

SAP

Komugi

Dassault Systèmes DELMIA

Arkieva

Google Gemini Enterprise

OpenAI

NVIDIA

Collibra

EyeOn

BEOM Consulting

Yossi Sheffi

Sandia Ghernati