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Daher expands LeanDNA APEX to standardize supply chain execution across three continents

SymphonyAI brings agentic AI into core retail merchandising decisions

Umai Retail expands Retano SCM with Leonardo AI and planner-controlled replenishment tools

StockIQ launches Edison AI agent to connect planning signals with inventory decisions

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

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

ARIS launches Process Context for Enterprise AI to ground agents in operational workflows

IFS launches IFS Intelligence to connect industrial decisions with governed AI actions

Atomic raises $12.5M to automate inventory and supply chain planning decisions

Kinaxis pushes agentic AI from planning insight toward operational orchestration

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

Didero expands AI-supported direct-procurement positioning

Pigment upgrades AI Agents with live web context and source citations

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

Aptean brings prebuilt planning agents to Logility DemandAI+

Manhattan Associates makes its AI Agent Workforce commercially available

Coupa adds AI-powered intelligence to supply-chain modeling

RELEX expands its agentic AI platform to coordinate planning and merchandising decisions

Oracle introduces Claw-powered agentic applications for supply chain planning and execution

TraceLink launches Track & Trace Lakehouse to connect serialized supply chain events with compliance decisions

Runnings selects RELEX to unify forecasting, replenishment and retail planning

Primark selects Kallikor to simulate supply chain decisions before capital investment

IFS Softeon launches Fulfillment Flow to coordinate AI-supported warehouse decisions

Lyric named an Example Vendor in Gartner’s 2026 Supply Chain Analytics and Decision-Making market overview

Nissin Foods selects Blue Yonder and Highspring for AI-driven Supply Chain planning

HashMicro expands its manufacturing platform with AI-native operational capabilities

Canada funds Huys Industries to commercialise AI-driven manufacturing technology

CISCE highlights AI-driven innovation across global agri-food supply chains

Quorum Software acquires Streamba to expand governed AI for energy logistics

Board launches supply-chain and merchandising agents for continuous planning

Sr Applied Scientist, Amazon Supply Chain (Job ID 10488022)

Data Scientist — inventory optimisation and agentic AI

SAP AI Engineering Architect

Senior Consultant, Supply Chain AI-Driven Planning Advisory

Demand Planning & AI Solutions Specialist

Applied Scientist, Supply Chain Optimization Technologies (SCOT) - Specialized Selection

Lead Data Scientist - Supply Chain Network Planning Design (applied ML) | Target (R0000476520)

Architect, Machine Learning (Principal Scientist)

Solutions Architect — AI & Procurement

Machine Learning Engineer - Global Sourcing & Supply Management (GSSM) Solutions

Supply Chain Scientist / Business Data Analyst

Factory Planner — NVIDIA (JR2021699)

Supply Chain Manager I, North America Transportation Execution

Director, Inventory Optimization and Operations Planning

Senior Applied Data Scientist – Item Recommendations

Client Partner, Enterprise Platform Sales

Parts Inventory Collaboration Analyst

Customer Success Manager

Demand & Inventory Planner – Food Import & Trading

Senior Software Developer — Operations Research

EVENT: Anaplan demonstrates AI-assisted model development with CoModeler

EVENT: SiliconExpert frames electronics AI around auditable recommendations

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

EVENT: FMI Supply Chain Forum asks retailers to prepare for AI-enabled execution

WARNING: Supply-chain AI needs governance beyond automation

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

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

EVENT: Gartner examines the gaps in Supply Chain AI value realization

EVENT: SAP hosts AI-powered Supply Chain operating-model session

EVENT: India completes military-logistics AI programme

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

EVENT: SAP demonstrates business AI across supply-chain planning and execution

EVENT: Citwell and RapidCanvas examine AI for supply-chain decisions

EVENT: Descartes AI Exchange examines AI agents for fleet performance

EVENT: AI addresses hidden costs in component sourcing

EVENT: Supply Chain Event 2026 confirms its December dates in Paris

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

EVENT: Alkemys webinar highlights pragmatic AI agents in Supply Chain

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

RESOURCE: Historical replay — AI and data management in supply chains (25 March 2026 roundtable)

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

EVENT: France Supply Chain LAB Digital & Tech highlights applied AI

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

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

EVENT: Inspectorio focuses Atlanta roundtable on moving Supply Chain AI from vision to execution

WARNING: Legacy Data Gaps Continue to Limit AI-Based Supply Chain Response

RISK: AI-Generated Electronic Part Data Can Introduce Sourcing and Compliance Errors

EVENT: AI Agents in Supply Chain — From Use Cases to Operational Adoption

WARNING: CISA Issues AI Data-Security Guidance Across the Full Lifecycle

Enterprise AI architecture must preserve business meaning across systems

Supply Chain agents need transaction proof, not conversational fluency

Workflow orchestration is the control plane for Supply Chain agents

Multi-agent Supply Chains need coordination economics, not just specialised agents

AI is becoming an operating layer across planning, procurement and logistics

The AI-empowered supply-chain leader still owns the decision

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

AI Education Is Expanding Faster Than Supply Chain Governance

Why Forecast Accuracy Matters More Than AI Labels

Kinaxis and the “SaaS-pocalypse” test: why supply chain software may be different

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

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

Procurement's AI skills gap: decision capability matters more than tool fluency

Descartes and agentic AI: from orchestrated demos to accountable logistics execution

The People Paradox: Why supply chain AI readiness cannot be measured by training alone

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

Vendor AI agents introduce a new Supply Chain third-party risk layer

Freight agents need commercial guardrails before execution authority

Supply-chain AI needs more than automation

Disunified agents can create conflicting Supply Chain decisions across ERP, WMS and logistics systems

Why Faster AI Prototyping Does Not Simplify Supply Chain Decisions

SAP's autonomous supply chain thesis shifts the bottleneck to decision orchestration

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

AI should remove planning administration, not replace judgment

Supply-chain AI adoption is rising, but fragmented data is limiting measurable value

Updating planning parameters is a practical first step for supply-chain AI

Tillamook turns supply-chain planning into a growth engine

When AI gets supply-chain decisions wrong — and is sure that it is right

AI adoption metrics are meaningless without a decision-quality metric

From Forecast Accuracy to Connected AI-Assisted Planning in CPG

From Open-Source Multi-Agent Control Tower to Governed Supply Chain Decision App

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

Build and Govern a Production-Ready AI Agent with Amazon Bedrock AgentCore

Build a governed Claude Managed Agent for Supply Chain workflows

How to validate an AI inventory use case before buying software

How to choose supply chain software when every vendor has an AI story

Build a governed autonomous replenishment agent for SAP S/4HANA with Claude and MCP

Activate Joule in SAP IBP Without Confusing Conversational Access with Planning Authority

MyExobrain

SymphonyAI

Fiddler AI

Daisy Intelligence

Credo AI

DecisionBrain

Oracle Supply Chain Management

Centrum-AI

GAINS

ThroughPut AI

C3 AI Supply Chain Suite

SymphonyAI Retail CPG

Infor Supply Chain Planning

Coupa Supply Chain Design & Planning

SymphonyAI Retail

Fairmarkit

AWS Supply Chain

Databricks Mosaic AI

AI21 Labs

Google

Workday Adaptive Planning

Epicor

QAD

Siemens Digital Industries Software

KBRW

Slimstock

E2open

ToolsGroup

StockIQ Technologies

Netstock

KPMG Supply Chain

Kearney Operations

Thoucentric

Tanguy Caillet

Florent Tronquit

Rajesh Gangadharan

Arnaud Morvan

Pascal Van Hentenryck

Anne Robinson

Nicolas Vandeput

Shakil Ahmed Chowdhury

David Simchi-Levi

Diego Faria