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

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

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

Vendor customer story: Garrett Motion connects global supply chain planning with o9

Coles and Ever.Ag modernize fresh-meat supply planning

Vekia reinforces automatic replenishment as a concrete AI planning use case for retail

Solvoyo recognized in 2026 Gartner Magic Quadrant context for process-industry supply chain planning

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

DecisionBrain’s OPTIMA wins 2026 Eason Digital Innovation Award for maintenance optimization

Flowlity positions probabilistic planning as an alternative to Excel-based workflows

Blue Yonder 2026.2 expands planning with forecast transparency, financial impact simulation and inventory agents

Blue Ridge launches AI-native planning platform built on Databricks

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

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

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

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

Logility launches Continuous Network Optimization for ongoing supply-chain design

Lokad continues to challenge forecast-centric planning with probabilistic and financially prioritized decisions

AIMMS enters new growth phase after acquisition by GRO

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

StockIQ launches Edison AI agent to connect planning signals with inventory decisions

Amart replaces legacy planning with AI-driven forecasting and replenishment

AGR compares the 2026 inventory-planning market as companies move beyond spreadsheets and basic ERP

SWARM Engineering raises $10 million for agrifood and manufacturing decision intelligence

Sandman connects AI pricing with forecasting and replenishment in RELEX

2026 Inventory-Planning Review Shows Automation Shifting From Forecasting to Replenishment Decisions

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

Atlas Copco moves to probability-based supply-chain planning with ToolsGroup

FourKites survey finds supply-chain leaders expect AI to drive automation and optimization

Valeo Foods selects RELEX for end-to-end manufacturing planning

Director, Inventory Optimization and Operations Planning

Senior Consultant, Supply Chain AI-Driven Planning Advisory

Lead Data Scientist - Supply Chain Network Planning Design (applied ML) | Target (R0000476520)

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

Global Process Owner — Sales and Operations Planning

Supply Chain Planning Manager

Supply Chain Strategy & Optimization

Inventory Planning Assistant Manager / Staff

S&OP Planning & Optimization Analyst

Supply Chain Planning Analyst (Early Talent) — 2 openings

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

Manager, Supply Planning

Category Planner — Central Hub

Supply Chain Planning Engineer

Connected Planning Model Builder

Architect, Machine Learning (Principal Scientist)

Solution Architect, Supply Planning — o9 Solutions

End to End Planning Manager, Shoulders

Demand Planner

Material Planning Specialist — AI & Automation Focus

Manager, Business Consulting — Planning

C++ Operations Research Developer

e.l.f. Beauty recruits an AI Product Owner for Intelligent Operations

Supply Chain Strategist and Inventory Champion

SCM Technology Manager

Material Planning Controller

Young Professional — Supply Chain Planning

Accelerator Digital Product Owner — Manufacturing & Supply Chain AI

Sr Applied Scientist, Amazon Supply Chain (Job ID 10488022)

Demand Planner

EVENT: 4flow and Mars examine AI for logistics optimization

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

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

EVENT: aim10x Americas puts optimization back inside AI decision architecture

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

EVENT: Baxter Planning on orchestrating service planning and execution

EVENT: AI-based demand forecasting in manufacturing course starts

REGULATION: Dutch distance-based truck toll takes effect

FAILURE: Capacity plans become mathematically correct and operationally wrong when constraints are stale

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

EVENT: IFAC dedicates session to ML, simulation and optimization for Supply Chain decision-making

EVENT: DFYA introduces MyExobrain at Supply Chain Event 2024

EVENT: Supply Chain & AI Event highlights practical forecasting, automation and agent use cases

NOMINATION: Oatey appoints George Clowtis SVP, Global Sourcing & Logistics

NOMINATION: Constellation Brands hires Alex Alvarez as Beer Chief Supply Chain Officer

WARNING: “APS” can describe fundamentally different decision scopes

EVENT: AI in logistics and business applications conference runs in Amsterdam

REGULATION: EU AI Act enforcement and Article 50 transparency duties begin

EVENT: Bosch demonstrates AI-based inventory intelligence for MRO and production materials

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

Maintenance optimization belongs inside capacity planning—not beside it

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

Capacity planning software should be selected by constraint fidelity, not vendor ranking

o9 and NVIDIA show why solve time limits AI planning value

Tillamook turns supply-chain planning into a growth engine

AI Around Optimization: Better Inputs, Decisions and Learning Loops

PepsiCo documents AI-driven pricing and promotion optimization at scale

Retail planning beyond forecast accuracy: when inventory availability shapes marketing decisions

4flow shows how AI agents could enable continuous strategic supply-chain network planning

Combinatorial optimization expands the decision space for supply-chain planning

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

Inverse optimization can reveal what production planners actually optimize

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

Shift-left planning exposes feasibility constraints before execution

Tillamook turns supply-chain planning into a growth capability

Updating planning parameters is a practical first step for supply-chain AI

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

Kinaxis GPU acceleration changes the economics of large-scale planning scenarios

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

Samse and Vékia: Why Supply Planning Transformation Requires More Than an APS

Human accountability remains central to self-driving S&OP

Lessons from VN2, the first global inventory-planning competition

Category planning is policy governance—not spreadsheet maintenance

Inventory Optimization Without Flow Management Is Incomplete

Infor reframes inventory optimization as a working-capital decision

Forecast accuracy is an input, not the Supply Chain decision

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

Predictive inventory risk needs an operational fallback and a financial loss owner

From Forecast Accuracy to Connected AI-Assisted Planning in CPG

Medical device supply chains: When more safety stock is the right resilience decision

Turn Distribution Planning into an Optimization Model — and Know When Not to Trust It

22 practical Data Science projects for Supply Chain teams

Model Supply Allocation as a Minimum-Cost Flow with OR-Tools

Blue Ridge

Demand Solutions

Daisy Intelligence

Centric Software

DecisionBrain

Optessa

Coupa Supply Chain Design & Planning

AGR

Intuendi

PlanetTogether

Sunstice

Dassault Systèmes DELMIA

River Logic

AIMMS

EazyStock

Aptean

Flowlity

GAINS

Slimstock

Solvoyo

ToolsGroup

Logility

MyExobrain

Fabrikatör

Katana

ICRON

Centrum-AI

Vekia

Optilogic

AspenTech

EyeOn

Bluecrux

Mark Sawaya

Gregory Pitstick

Alain Matar

Nicolas Vandeput

Stefan de Kok

Joannes Vermorel

Chris Caplice