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Sourceability warns of longer semiconductor lead times and price pressure

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

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

Board and Microsoft bring agentic AI into enterprise planning

Amart replaces legacy planning with AI-driven forecasting and replenishment

ISG says AI is accelerating agile Supply Chain planning platforms

OMP turns implementation expertise into a certifiable planning-system asset

Ocean-shipping disruption persists despite the US–Iran ceasefire

Kinaxis launches Tariff Response for rapid scenario modeling

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

o9 expands tariff scenario planning and supplier collaboration capabilities

US chooses negotiations over immediate aircraft tariffs

SAP adds AI-assisted planning capabilities to Microsoft Excel

Vibe-Coded Supply Chain Apps Move From Experiment to Governance Challenge

Linesight warns of tightening supplier capacity for critical US construction equipment

China Tightens Indium Export Scrutiny as AI Infrastructure Demand Grows

SAP Positions Joule Agents and Assistants as a New AI Layer for Supply Chain Management

Spectee closes a ¥1.8 billion round for AI-based supply-chain and crisis intelligence

SAP launches AI-centric Supply Chain Orchestration

AI data-centre demand pushes memory-chip costs into consumer product pricing

Kroger expands direct sourcing and supplier cost optimization

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

Anthropic publishes an AI-native startup playbook for founders building with agents

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

Dell supply shortages show AI demand is still stressing hardware operations

Deloitte launches AI platform to remediate software supply-chain vulnerabilities

T-Systems and SupplyOn bring sovereign AI agents to industrial procurement

DriveNets raises $410 million to scale networking infrastructure for large AI deployments

DriveNets raises $410 million to scale networking infrastructure for large AI deployments

ToolsGroup launches Decion for AI-powered self-steering supply chains

Global Process Owner — Sales and Operations Planning

Senior Manager, Business Resilience

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

Senior Service Parts Forecasting Manager

Therapy Supply Chain Manager

Material Planning Specialist — AI & Automation Focus

Enterprise Account Executive, Supply Chain Risk Management

Connected Planning Model Builder

Manager, Strategic Supply Chain

Material Planning Analyst

Consultancy — Supply Chain AI Specialist

Supply Chain Strategist and Inventory Champion

Lead Project Control

Demand & Inventory Planner – Food Import & Trading

Market & Supplier Intelligence Specialist

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

RISK: o9 sues SAP over alleged supply-chain-planning trade-secret misuse

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

EVENT: Sourceability reviews semiconductor lead-time and pricing risks

RISK: Middle East disruption drives port congestion and container shortages in India

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

RISK: Uncontrolled Excel Planning Creates Version and Decision-Ownership Exposure

RISK: Long-Running Planning Agents Need Explicit Decision and Override Boundaries

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

EVENT: INSA programme examines supply-chain and third-party resilience

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

EVENT: Manufacturers review supply-chain resilience strategies

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

WARNING: Inventory-platform replacement can recreate shadow planning if parameters remain unowned

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

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

WARNING: AI alone cannot run inventory planning without human decision controls

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

EVENT: EurOMA 2026 examines AI, planning and supply-chain resilience

RISK: Slow S&OP Decisions Can Create a Hidden Financial Latency Tax

EVENT: On-demand webinar — Demand Planning in 100 Days

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

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

RISK: AI Rises to the Second-Highest Global Corporate Risk

REGULATION: NIST Proposes Integrated Security, Privacy and Supply-Chain Risk Plans

RISK: Mundra empty-container rule change triggers depot operators’ suspension threat

EVENT: o9 puts agentic planning and APEX at the centre of aim10x Americas 2026

WARNING: Frontloaded ocean shipping makes late-summer demand signals harder to read

SECURITY: Holiday-period cargo theft risk rises as freight remains parked

NOMINATION: Ciena appoints Grant Hoffman as Chief Supply Chain Officer

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

US Manufacturers Front-Load Orders While Factory Employment Falls

Agent washing creates a governance risk in supply-chain planning

Component resilience decisions belong before production release

Hormuz Disruption Leaves $125 Billion of Ships and Cargo Stranded

DataLeo sees demand planning roles shifting toward hybrid business-and-data profiles

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

Komugi Uses a Three-Month Test Model to Reduce Risk in Industrial Planning Adoption

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

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

Demand planning, supply planning and customer service may converge into one customer-facing role

Supplier risk visibility is not enough without downstream impact translation

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

Konstantin Zlobin: AI struggles when planning pilots meet operational reality

Is MAPE Still the Right Forecast Accuracy Metric for Demand Planning?

Resilience Planning Requires More Than Crisis Awareness

Model Literacy Matters Only When Planning Decisions Are Governed

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

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

Canada’s manufacturing expansion is partly inventory-driven

Supply planning is becoming capital allocation with a service constraint

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

Mid-market planning vendors are converging on the same AI narrative—but not the same architecture

The inventory-planning platform is not the operating model

Why cumulative and lag-one forecasts matter for inventory decisions

David Simchi-Levi sees digital mapping and contingency planning becoming central to resilience

Graph context can improve predictive analytics in supply-chain planning

Modern Demand Planning Requires Model Selection, External Signals and Governance

From Forecast Accuracy to Connected AI-Assisted Planning in CPG

Create a Decision and Permission Matrix for Supply Chain Planning Agents

Run a One-Week Planning Master-Data Audit

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

Build a governed Claude Managed Agent for Supply Chain workflows

Coupa Supply Chain Design & Planning

Xeneta

frePPLe

Centrum-AI

Anthropic

Kinaxis

AWS Supply Chain

Sunstice

REMIRA

StockIQ Technologies

Netstock

Enmovil

Flowlity

IFS Cloud

Optilogic

Solvoyo

Blue Yonder

Anaplan

Pigment

o9 Solutions

SAP

AutoScheduler.AI

IBM Supply Chain Intelligence

Vekia

ToolsGroup

No Chain Technologies

IBM watsonx

xAI

C3 AI Supply Chain Suite

Lokad

KPMG Supply Chain

Yossi Sheffi

Rob Handfield

Tomer Gamlielle-Druyan

Chris Caplice

Marco Macchi

Hau L. Lee