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

ASML capacity plan highlights the physical bottleneck behind AI demand

Gartner finds network-decision approvals are frequently reopened

Micron backs domestic silicon-wafer capacity with financing and a ten-year agreement

SK Telecom plans AI data-centre capacity of up to 15 GW

CISCE showcases industrial AI across advanced-manufacturing value chains

Komugi Brings Workload-Capacity Planning to Global Industrie 2025

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

Nvidia targets up to 2 GW of AI data-center capacity in Australia

LG adds an 80%-automated glass-powder line and a second production base in Vietnam

AIMMS enters new growth phase after acquisition by GRO

BNSF plans a $4 billion intermodal gateway in California

Toyota commits $3.6 billion to double its San Antonio manufacturing campus

South Korean groups commit $195 billion to AI, robotics and advanced manufacturing

East West Manufacturing acquires Vexos

Vertiv opens Malaysian manufacturing facility for AI and high-density infrastructure

H-E-B plans a $700 million expansion of refrigerated and bakery supply-chain operations

Ocean-shipping disruption persists despite the US–Iran ceasefire

CEVA and BYD expand global automotive logistics partnership

CATL declares sodium-ion storage system ready for industrial supply-chain scale-up

OMP introduces UnisonIQ as an agentic AI layer for supply chain decision-making

Velo3D and Mears Machine expand distributed advanced-manufacturing capacity

Micron breaks ground on ¥1.5 trillion Hiroshima HBM expansion

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

Pentagon considers $5B Fluidstack loan to strengthen AI data-center supply chains

Ansaldo Energia selects Kinaxis Maestro for long-cycle supply planning

AI hardware demand redraws Asian air-cargo routes toward Malaysia, Vietnam and Singapore

General Mills ties AI and Supply Chain redesign to a $3 billion savings programme

Maersk orders 1,000 additional India-manufactured shipping containers

Unilever scales AI-enabled digital twins across its manufacturing network with Accenture

Senior Manager — Supply Chain Network Capacity & Flow

Senior Capacity Delivery Reliability Planner, AWS Infra Supply Chain

Senior NPI Sourcing and Supply Chain Program Manager, AWS Power & Cooling

Operation Lead, Amazon Now

Global Supply Manager

Manager, Strategic Supply Chain

Supply Chain Planning Engineer

Senior Director, Network Development and Execution

Director of Deliver Operations Planning

Supply Chain Manager I, North America Transportation Execution

Sales & Operations Planning Specialist

Market & Supplier Intelligence Specialist

Supply Chain Planning Analyst (Early Talent) — 2 openings

Senior Program Manager, Direct to Disposition — ReCommerce

Manager, Supply Planning

Supply Chain Planning Engineer

AI Automation & Operations Intelligence Intern

AVS Instock Specialist

Service Delivery Leader - Supply Chain Management

Operations Manager

Manager, Distribution

Data Science Analyst

AMZL Operations Excellence Manager

Supply Chain Purchase and Fulfilment Specialist II

Senior Director, Supply Planning — Networking Products

Executive Director, Cell Therapy Global Supply Chain Planning

Finance Business Manager — Supply Chain

Logistics Engineer – Electric Power

Change Coordinator

Internship — Global Supply Chain Planning

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

WARNING: “APS” can describe fundamentally different decision scopes

WARNING: Freight budgets face simultaneous rate, fuel and capacity pressure

ALERT: Heat and capacity constraints restrict Rotterdam and Antwerp container flows

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

WARNING: Unexplained AI Forecasts Can Create Inventory and Capacity Decision Risk

EVENT: Farnborough opens with AI defence systems and aerospace capacity constraints in focus

NOMINATION: Ciena appoints Grant Hoffman as Chief Supply Chain Officer

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

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

DISRUPTION: India and Bangladesh exporters face ocean capacity squeeze

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

EVENT: CILT Hong Kong examines practical AI applications in supply chains

EVENT: ISF 2026 brings forecasting research and practice together in Montreal

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

EVENT: Finished Vehicle Logistics AI-Day begins in Karlsruhe

RISK: AI autonomy can expand faster than human accountability

EVENT: Inventory and Warehousing Summit takes place in Delhi

EVENT: TSMC releases June monthly sales

EVENT: ISS Japan concludes with economic-security and semiconductor-resilience sessions

EVENT: FERC software conference examines planning and market efficiency

EVENT: Aluminium China opens with intelligent-manufacturing and restructuring themes

WARNING: India–Latin America exporters face constrained space and higher freight rates

NOMINATION: LOTS Group appoints five board members to scale low-emission logistics

RISK: Autonomous supply-chain workflows can bypass the approval architecture

WARNING: Planning-system product ownership can mask a parameter-ownership gap

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

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

EVENT: TIPS 2026 focuses on pharmaceutical logistics resilience

WARNING: BIS flags AI boom as a financial-stability risk

Maintenance optimization belongs inside capacity planning—not beside it

Freight risk is becoming a coupled cost, capacity and fraud decision

Forecast accuracy is an input, not the Supply Chain decision

The semiconductor supercycle creates allocation decisions beyond the chipmakers

Making Capacity Constraints Visible in S&OP Decisions

Forecast accuracy is an input to the decision—not the business outcome

Defence logistics resilience is a decision network, not contractor scale

AI chip demand must be planned through tool capacity, not headline demand

Industrial AI policy is shifting from model leadership to production-system capacity

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

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

Semiconductor security policy needs dependency-level capacity models

Cargo fleet growth is a network-allocation decision

The AI-First Supply Chain: Agents Will Not Create Value Without Decision Redesign

Planning AI needs explainability at the decision boundary

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

Semiconductor revenue signals must be separated from usable capacity

AI-infrastructure growth is becoming an industrial-material planning problem

Unified data does not create value unless it improves a cross-functional decision

AI scheduling is the final maturity stage—not the starting point

Ramp-Up Planning Must Reconcile Capacity with Executable Supply

AI Around Optimization: Better Inputs, Decisions and Learning Loops

From Bots to Agentic Supply Chains: Why the Next Competitive Advantage Will Be Decision Augmentation, Not Full Automation

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

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

Florent Tronquit proposes three questions to test the real value of AI in Supply Chain

Self-steering supply chains are arriving before companies have defined who owns the decision

Multi-agent supply-chain AI may require satisficing rather than local optimization

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

Aerospace AI must be constrained by production-rate reality

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

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

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Komugi

AIMMS

Aleph Alpha

AI21 Labs

Siemens Digital Industries Software

Xeneta

KBRW

ThroughPut AI

Dassault Systèmes DELMIA

River Logic

Optilogic

Blue Yonder

Board

Anaplan

LeanDNA

OMP

Delfoi

sedApta

Demand Driven Technologies

B2Wise

Dassault Systèmes

GE Vernova

Bosch

ABB

Brightpick

Dexterity

Boston Dynamics

Dematic

Certa

Kearney PERLab

J.B. Hunt Transport Services

Amélie Destefanis

Xavier Feltin

Florent Tronquit

Jason Miller

Benoît Elie

Peter Sand

Mark Sawaya

Lars Jensen

Rami Goldratt

Chris Caplice

Sucharita Kodali

Jagjit Singh Srai

Zac Rogers

Jonathon Karelse

Vineet Khanna