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Sunstice and Kbrw connect planning and execution through an agentic decision loop

Nvidia and Palantir package operational AI for supply-chain decision loops

Danone frames AI as a resilience layer for supply chains

Kinaxis launches Maestro Agents for embedded supply-chain decision support

Accenture invests in Aera Technology to fuel AI-enabled supply chains

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

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

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

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

Gartner forecasts agentic AI spending in Supply Chain software will reach $53 billion by 2030

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

Sandman connects AI pricing with forecasting and replenishment in RELEX

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

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

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

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

RELEX introduces agentic AI for supply planning diagnostics

Daybreak raises $15 million as supply chain planning enters the AI agent era

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

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

OMP launches Unison Express to accelerate supply chain planning deployments

Kinaxis pushes agentic AI from planning insight toward operational orchestration

KBRW showcases AI agents for large-scale supply chain operations at Sagard NewGen AGM

Infor expands Industry AI with more than 100 agents and Agentic Orchestrator enhancements

Board and Microsoft bring agentic AI into enterprise planning

Blue Yonder adds agentic AI to retail inventory, replenishment and returns

Symbotic acquires ARMS Innovations to extend warehouse automation into operational intelligence

Parts Inventory Collaboration Analyst

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

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

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

EVENT: Supply Chain LIVE London to Examine the Future of AI in Planning and Execution

EVENT: MyExobrain highlights agentic AI adoption gap after Gartner Supply Chain Symposium

EVENT: ASCM and IBF Best of the Best S&OP Conference returns to Chicago in June 2026

WARNING: Only a Minority of Enterprises Are Ready to Secure AI Agents

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

AI Around Optimization: Better Inputs, Decisions and Learning Loops

Supply Chain Skills Are Becoming Decision Architecture Skills

Multi-agent supply chains need a control plane before they need more agents

Is the Autonomous Supply Chain Too Good to Be True? Why 100% Autonomy Is the Wrong Target

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

Network-planning regret needs option design, not another approval loop

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

Build Fast, Govern Early: The New Control Layer for Supply Chain AI Tools

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

Why Closed-Loop Control Matters in Modern Supply Chain Planning

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

LeanDNA argues that the next frontier of Supply Chain AI is smarter action, not better prediction

Is the Hybrid Expert the Future of APS and AI-Driven Supply Chain Projects?

Human accountability remains central to self-driving S&OP

AI should remove planning administration, not replace judgment

The AI-skilled supply-chain talent gap requires role redesign, not hiring alone

Where Supply Chain Automation Needs Human Control

Controlled autonomy will define AI-enabled disruption management

Five questions that expose weak IBP maturity

Build a Governed AI Control Tower for Logistics Questions

Build a governed Claude Managed Agent for Supply Chain workflows

Build a Simulation-First AI Agent to Monitor Supply Chain Delivery Failures

Aera Technology

GAINS

Solvoyo

C3 AI Supply Chain Suite

Logility

Kinaxis

ThroughPut AI

ToolsGroup

Oracle Fusion Cloud SCM

SAP

KBRW

Daybreak AI

Colibri S&OP

FuturMaster

E2open

Optilogic

Anaplan

Landing AI

Prashant Gopalan