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

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

NEC launches cross-system SCM AI Agent for forecasting, procurement and planning

Viome and Solvoyo bring AI-driven decision automation to supply chain planning

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

GAINS reports record growth driven by its AI-driven supply chain platform

SKU Science keeps lightweight demand planning relevant for SMB and e-commerce teams

John Galt Solutions’ Atlas recognized among 2026 top logistics and supply chain technology providers

Arkieva frames AI in supply chain planning around practical decision support rather than hype

SymphonyAI included in Forrester Retail Planning Platforms Landscape

Senior Specialist, Supply Chain Automation and Demand Planning

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

Specialist Supply Chain Analyst — Forecasting & Supply Planning, Data & AI

Supply Chain AI & Automation Analyst

Demand & Inventory Planner – Food Import & Trading

ICQA Area Manager, Inventory Control and Quality Assurance

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

EVENT: AI-based demand forecasting in manufacturing course starts

EVENT: Manufacturing NEXT Tokyo closes with planning and AI-agent tools

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

EVENT: Sunstice to host webinar on touchless demand planning and Agentic AI

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

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

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

EVENT: China supply-chain expo opens with dedicated AI zone

GenAI lowers the automation threshold, but error economics determine what should be automated

Lyreco and RELEX: Reliable Forecasting Requires More Than an AI Planning Tool

Nucleus: CCH Tagetik customer cases report 98%+ forecast accuracy

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

Cisco's supply chain AI agents: Six hours saved per planner, but where is the operational value?

Supply Chain AI ROI depends on an end-to-end value blueprint, not isolated use cases

Supply-chain AI needs more than automation

Controlled autonomy will define AI-enabled disruption management

Indonesia-focused view: AI agents are moving into real-time supply chain execution

Why Faster AI Prototyping Does Not Simplify Supply Chain Decisions

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

Planning productivity claims double-count the same planner minute

Gartner's 2031 disruption forecast is really a decision-autonomy test

Why faster AI decisions require milestones based on physical supply-chain outcomes

Digital supply chain value is moving from visibility to decision intelligence

AI agents are reaching production faster than organizations are defining accountability

AI Is Not Killing APS. It Is Repricing the Supply Chain Software Stack.

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

The AI-empowered supply-chain leader

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

The Future Supply Chain Professional: From Functional Manager to Decision Orchestrator

AI Anxiety: When Continuous Tool Adoption Becomes a New Professional Fatigue

AI Agents Need More Than Intelligence: Why Feedback Loops Will Define the Future of Supply Chain Decision-Making

Supply Chain Skills Are Becoming Decision Architecture Skills

Orchestra’s Recovery Shows Why Inventory Reduction Is a Governance Problem

Why Supply Chain Transformation Fails Before It Starts: The Missing Layer Between ERP and Decision-Making

Mapping the First Wave of Vibe-Coded Supply Chain Applications

AI-Native Organizations Are Coming Faster Than Most Supply Chains Expect

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

22 practical Data Science projects for Supply Chain teams

Lokad

Flowlity

ToolsGroup

Vekia

SKU Science

John Galt Solutions

Fivetran

Autone

Slimstock

Kinaxis

SAP

Anthropic

Joannes Vermorel