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Linesight warns of tightening supplier capacity for critical US construction equipment

South Korea discusses accelerated semiconductor capacity investment with Samsung and SK Hynix

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

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

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

Pattison Food Group deploys Dematic automation for grocery fulfilment

CEVA and BYD expand global automotive logistics partnership

Doosan Robotics unveils AI-powered palletizing system at Automate 2026

Ansaldo Energia selects Kinaxis Maestro for long-cycle supply planning

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

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

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

Nissin Foods deploys AI-powered demand and supply planning

Kinaxis Links Adaptive Planning to Tire-Industry Volatility and Reverse Logistics

PlanetTogether expands detailed scheduling for process manufacturing

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

Ansaldo Energia selects Kinaxis Maestro to connect global planning

Solstice to acquire Element Solutions in $14.5B AI supply-chain materials deal

Iraq Plans Syrian Export Route to Diversify Beyond the Strait of Hormuz

Clear Robotics raises $1.75 million to scale AI-enabled autonomous vessels

Coupa adds AI-powered intelligence to supply-chain modeling

Senior Capacity Delivery Reliability Planner, AWS Infra Supply Chain

Specialist III, Material Logistics and S&OP

Manufacturing Master Scheduler

Manager, Strategic Supply Chain

Supply Chain Manager I, North America Transportation Execution

Logistics Engineer – Electric Power

AVS Instock Specialist

Supply Chain Planning Engineer

Senior Director, Supply Planning — Networking Products

Executive Director, Cell Therapy Global Supply Chain Planning

Manager, Supply Planning

Solution Architect — Production Planning and Scheduling

Supply Chain Planning Engineer

Internship — Global Supply Chain Planning

Production Planning Analyst

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

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

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

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

SHORTAGE: Sonix warns memory constraints could affect imaging shipments through 2026

DISRUPTION: Rhine low water cuts effective inland capacity

DISRUPTION: India and Bangladesh exporters face ocean capacity squeeze

EVENT: Finished Vehicle Logistics AI-Day begins in Karlsruhe

EVENT: Inventory and Warehousing Summit takes place in Delhi

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

WARNING: “APS” can describe fundamentally different decision scopes

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

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

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

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

EVENT: Sam Robinson promoted to VP, Procurement at CleanArc Data Centers

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

WARNING: Yossi Sheffi identifies electricity availability as an underestimated Supply Chain risk

EVENT: TIPS 2026 focuses on pharmaceutical logistics resilience

EVENT: RailTrans Expo opens in New Delhi

EVENT: B2Wise runs demand-driven factory planning workshop in Paris

EVENT: AI addresses hidden costs in component sourcing

Shared port capacity can determine whether green-industry plans are feasible

Making Capacity Constraints Visible in S&OP Decisions

Maintenance optimization belongs inside capacity planning—not beside it

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

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

AI infrastructure growth depends on physical logistics 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

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

Komugi Links Month-End Forecast Reliability to Material Availability, Capacity and Workforce Flexibility

The semiconductor supercycle creates allocation decisions beyond the chipmakers

Shift-left planning exposes feasibility constraints before execution

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

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

Ramp-Up Planning Must Reconcile Capacity with Executable Supply

HBM supply is a qualification and packaging problem, not only a fab-capacity problem

Inventory congestion is usually created before the warehouse

Supply planning is becoming capital allocation with a service constraint

Forecasts Predict Demand; Demand Plans Translate It Into Action

AI-built planning applications collapse development time, not planning complexity

APS and manufacturing execution are converging around the same constraint model

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

Planning AI needs explainability at the decision boundary

Port partnerships need shared exception data to become operational

From what-if to what's next: digital twins for manufacturing volatility

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

o9 and NVIDIA show why solve time limits AI planning value

AI warehouse optimisation is moving above the equipment-control layer

AI is moving supply-chain planning from prediction to automatic replanning

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

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

ICRON

JITbase

PlanetTogether

Optessa

ThroughPut AI

Dassault Systèmes DELMIA

OMP

River Logic

Optilogic

AIMMS

Delfoi

LeanDNA

Synchro

GE Vernova

Brightpick

Dexterity

Boston Dynamics

Dematic

Keelvar

FarEye

Aleph Alpha

AI21 Labs

Rami Goldratt

Brittain Ladd