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

Haizol launches HaiBot, an agentic AI system for manufacturing sourcing

SAP presents its autonomous Supply Chain vision around AI agents and orchestration

TraceLink unveils OPUS AI release for an Agentic Supply Chain Operating Model

DeepFabric launches an AI-agent platform for end-to-end Supply Chain operations

MGI and Shanghai AI Laboratory launch agents that connect laboratory planning to physical execution

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

C.H. Robinson extends Lean AI agents to ocean freight, air cargo and customs brokerage

Loadsmart expands logistics AI agents across dock, yard and warehouse workflows

Kao introduces Kao-MIKOMIL AI agent to support demand planning

Logistics Reply introduces an authority model for AI agents in warehouse execution

Magentic raises $18M to expand procurement and supply-chain AI agents

Kinaxis pushes agentic AI from planning insight toward operational orchestration

Alipay’s reported AI-pay volume turns agentic commerce into an inventory and fulfillment issue

XMPro links agentic AI to bounded autonomy in industrial operations

Aily Labs and AWS partner to scale decision-intelligence agents

Oracle adds agentic applications for supply chain performance

Board launches supply-chain and merchandising agents for continuous planning

AskLora Launches Agentic AI Benchmarking for Supply Chain Excellence

Sunstice launches Helios agentic AI layer for faster supply-chain decisions

Willow raises $7 million to govern enterprise access for autonomous AI agents

Snowflake introduces Business Ontology to ground AI agents in approved enterprise definitions

Mecalux showcases Easy AI and warehouse AI agents at Retail Supply Chain & Logistics Expo 2026

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

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

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

Parfetts introduces agentic AI into supplier-data operations

Compri raises €3.2 million to expand autonomous procurement agents

Kinaxis and NVIDIA Explore Long-Running AI Agents for Continuous Supply Chain Planning

Pigment upgrades AI Agents with live web context and source citations

Principal Data Scientist - Agentic AI Systems Engineering and Model Post-Training

Distinguished Data Scientist - Agentic AI Systems Engineering and Model Post-Training

Staff Data Scientist, AI/ML, Generative AI & Agentic Systems

Lead Agentic AI Engineer

Data Scientist — inventory optimisation and agentic AI

Co-Founder & CEO, AI Communication Agents for Freight & Logistics

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

Supply Chain AI Program Expert - AGCO

Cloud AI Engineer, Gemini Enterprise

Director — Supply Chain Procurement Advisory, Genpact

APJ Senior Solutions Architect, Applied AI for Supply Chain

EMEA Senior Solutions Architect, Applied AI for Supply Chain

Principal Technical Program Manager, AWS Applied AI Solutions Core Services

Global Supply Chain Business Operations Intern, Data & AI

Data Science Expert (Domain Models) – Data Labs

Senior Product Manager, Supply Chain

Accelerator Digital Product Owner — Manufacturing & Supply Chain AI

Lead Product Manager — Supply Chain AI

Senior Product Manager, Supply Chain

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

Solution Sales Expert – Supply Chain Management

Principal Development Architect, SAP Business Data Cloud

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

Director, Supply Chain Data & AI - BD (Becton, Dickinson and Company)

Head of AI & Advanced Apps

Principal Engineer — Supply Chain Planning

Product Manager, Modelling & Optimisation

Supply Chain AI & Automation Analyst

Supply Chain AI Lead (SCM)

IT Lead, Customer Experience Engineering

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

FAILURE: Uniform Governance May Cause AI-Agent Deployments to Fail

Kinexions EMEA 2026 to focus on agentic AI and operational orchestration

EVENT: MIT session moves supply-chain AI discussion from analytics to agentic decision-making

EVENT: Agentic AI Supply Chain Summit takes place in Delhi

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

EVENT: Automated Negotiating Agents Competition includes a supply-chain management league

EVENT: SAP examines the data foundation required for agentic AI

EVENT: Descartes AI Exchange examines AI agents for fleet performance

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

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

EVENT: MyExobrain returns to Supply Chain Event 2025 to showcase AI decision agents

EVENT: Supply Chain orchestration panel to examine agentic AI and human decision ownership

Replay Available: Building an Agentic AI Supply Chain Decision Engine with Claude Code

EVENT: Alkemys webinar highlights pragmatic AI agents in Supply Chain

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

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

RESOURCE: Historical replay — agentic AI in forecasting and planning (4 February 2026 roundtable)

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

EVENT: TDWI, SAP and Databricks examine real-time context for production Supply Chain AI

REGULATION: EU AI Act enforcement and Article 50 transparency duties begin

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

EVENT: Supply Chain Village Roundtable Questions Whether APS Remain Best Placed to Reduce Inventory Without Hurting Service Levels

EVENT: Amine BENMESBAH attends Gartner Supply Chain Symposium/Xpo 2026 in Barcelona

EVENT: Arnaud Morvan leads Alpes Supply Chain session on AI in supply chain

EVENT: Supply-chain AI accountability focuses on the agent log

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

REGULATION: AI Agents Create Overlapping EU Compliance Obligations

EVENT: Chain Reaction 2026 examines AI decision-making in Supply Chains

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

Workflow orchestration is the control plane for Supply Chain agents

Supply Chain agents need transaction proof, not conversational fluency

AI agents should enrich forecasts only with information the model cannot see

Agentic AI is turning logistics communication into an execution layer

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

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

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

Agentic AI in logistics requires process orchestration and control

Agent clusters will raise new orchestration questions for supply chains

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

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

SAP's cross-functional supply chain agents expose the economics of decision rights

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

Freight agents need commercial guardrails before execution authority

AI agents are reaching production faster than organizations are defining accountability

Agentic AI economics require value ownership beyond token-cost tracking

AI Agent Spending Is Accelerating Faster Than Enterprise Deployment Discipline

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

Agentic operations must govern actions outside ERP

Supply-chain execution AI needs a semantic layer between systems and actions

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

Agentic logistics works only when agents can survive operational exceptions

Continuous-planning agents must remain connected to governed plans

AWS architecture moves multi-agent supply-chain AI from dashboards toward actions

Procurement agents need autonomy boundaries before workflow redesign

Planning AI needs explainability at the decision boundary

4flow shows how AI agents could enable continuous strategic supply-chain network planning

Defense Supply Chain AI must explain the supplier action, not only the risk score

Supply Chain AI adoption is moving from visibility to controlled action

Manufacturing agent adoption is moving faster than data readiness

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

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

Build a governed Claude Managed Agent for Supply Chain workflows

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

Create a Decision and Permission Matrix for Supply Chain Planning Agents

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

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

Test Whether a Supply Chain AI Agent Is Real or Agent-Washed

Build a Governed AI Control Tower for Logistics Questions

Supply Chain Outlier Detection 101: Build a simple demand-sensing review team with AI agents

Map the supply chain IT portfolio before adding another AI application

LlamaIndex

MyExobrain

Fiddler AI

Credo AI

Arize AI

LangChain

Monte Carlo

Automation Anywhere

Databricks Mosaic AI

Microsoft Azure AI Foundry

xAI

Mistral AI

OpenAI

Daybreak AI

GAINS

ThroughPut AI

Microsoft Dynamics 365 Supply Chain Management

AutoScheduler.AI

C3 AI Supply Chain Suite

Oracle Supply Chain Management

Haizol

DeepVu

ketteQ

UiPath

Manhattan Associates

QAD

Amazon Bedrock

Google Gemini Enterprise

Anthropic

KBRW

Opus Numeris

Arnaud Morvan

Alain Matar

Elouise Epstein

Rajesh Gangadharan

Damien Portmann

Prashant Gopalan

Koen Wijnen

Jean-Philippe Guillaume

Jean-Luc Rognon