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Flowlity Roadmap Puts Planner Approval and Scenario Comparison at the Center of CoPlanner

Interos introduces iflow to connect supply-chain risk signals with mitigation workflows

Claire’s opens Illinois distribution centre to improve inventory flow and planning

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

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

Japan advances cargo-only automated logistics road with new field-test programme

Microsoft scales 111+ supply-chain agents after redesigning workflows and shared data

Western Washington University moves JAGGAER procurement and contracts into production

SAP Connect shows Joule moving from supply-chain disruption analysis toward workflow resolution

Stord opens live fulfillment data to AI workflows through MCP

B2Wise launches CommWise.ai for extensible AI planning workflows

IFS reports 25% ARR growth as industrial AI moves into operational workflows

Renfro expands AI workflows for supplier compliance and traceability

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

Descartes adds an Agent Control Plane for governed cross-company logistics workflows

NetAcct launches AI-native ERP with embedded procurement and inventory workflows

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

Miro and Fortience launch SCM Decision Canvas for S&OP decision workflows

Oracle adds agentic AI applications for supply chain workflows

Alain Matar and SupChains collaborate on a planner-facing forecasting application

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

SKU.io unifies make, buy and transfer planning in one demand workflow

Motive launches AI-powered Maintenance

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

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

Blue Yonder 2026.2 expands planning with forecast transparency, financial impact simulation and inventory agents

Loadsmart launches freight AI agents with human operators absorbing unresolved exceptions

Google Cloud and Accenture form Gemini Enterprise delivery group for production AI adoption

Dynamics 365 ecosystem verticalizes AI-assisted procurement for the seed industry

Infor puts warehouse readiness at the center of AI-at-scale execution

Senior Product Manager for Workflow Orchestration

Logistics Engineer

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

Senior Program Manager, Retail Business Services Brand Experience

Product Manager, Modelling & Optimisation

Senior Manager — Supply Chain Network Capacity & Flow

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

Material Planning Specialist — AI & Automation Focus

Principal Engineer — Supply Chain Planning

Cloud AI Engineer, Gemini Enterprise

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

Customs Brokerage Specialist, ACT Destination Operations

Logistics Engineer – Electric Power

Senior Integration Consultant

AI Automation & Operations Intelligence Intern

Accelerator Digital Product Owner — Manufacturing & Supply Chain AI

Senior Demand & Supply Planner - Anduril Industries

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

o9 Functional Consultant

Supply Chain Strategy & Planning Manager

Solutions Architect — AI & Procurement

Supply Chain & Manufacturing AI Specialist

Senior Product Manager, AI — Supply Chain & Procurement

Technical Supply Chain Implementation Consultant

Associate Director, Demand Planning & Purchasing

Demand Planning & AI Solutions Specialist

Lead Agentic AI Engineer

AI Data Engineering Manager, GPSC Insights Engineering - General Motors

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

Demand Planner, HEYDUDE Digital Marketplaces - Crocs, Inc.

EVENT: Intuiflow by Algo hosts its 2026 User Conference in Bordeaux

EVENT: Intuiflow showcases Demand Driven planning at Procurement Summit Hamburg

EVENT: 4flow and Mars examine AI for logistics optimization

EVENT: Rapidflow tests an Oracle Fusion Planning Cycle Agent

EVENT: Trade Compliance Tech examines AI across ERP, classification and export-control workflows

RISK: Autonomous supply-chain workflows can bypass the approval architecture

EVENT: Agentic AI Supply Chain Summit takes place in Delhi

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

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

EVENT: SAP Ariba Customer Success Day focuses on Joule and autonomous procurement

WARNING: OEE Optimization Can Increase Queues and Manufacturing Lead Times

ALERT: Heat and capacity constraints restrict Rotterdam and Antwerp container flows

EVENT: Mayo Clinic examines 45 years of hospital Supply Chain through AI augmentation

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

EVENT: RAISE 2026 convenes enterprise AI leaders in Paris

WARNING: Supply-chain AI needs governance beyond automation

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

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

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

EVENT: ASU explores multimodal AI from engineering design through manufacturing process planning

WARNING: French court rulings show AI tools can be suspended when worker consultation is skipped

EVENT: B2Wise runs demand-driven factory planning workshop in Paris

EVENT: AI addresses hidden costs in component sourcing

WARNING: Specialized planning agents can multiply faster than their governance model

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

WARNING: Supply Chains Remain Exposed to Repeated Black-Swan Disruptions

RISK: Corporate Digital Subscription Sprawl Weakens Cost and Access Governance

SHORTAGE: HUG moves its drug shortage platform to real-time updates

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

EVENT: Alkemys webinar highlights pragmatic AI agents in Supply Chain

Workflow orchestration is the control plane for Supply Chain agents

Procurement agents need autonomy boundaries before workflow redesign

Supply-chain AI value depends more on workflow redesign than autonomy claims

AI-native ERP will test whether SMEs can maintain one operational truth

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

Supply-chain regulation creates value only when evidence changes purchasing authority

Agent clusters will raise new orchestration questions for supply chains

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

AI planning projects often fail upstream: the real problem may be master data or workflow

Sponsored insight: How AI is reshaping supply chain decision-making

McKinsey: agentic AI in sourcing stalls at pilots because decision workflows stay unchanged

Raw-material shortages should change planning assumptions, not only risk dashboards

Customs configuration changes can stop physical flow

Agentic AI is turning logistics communication into an execution layer

DTC inventory planning is becoming cash-flow governance by SKU class

SAP IBP 2608 exposes where Joule is entering planning workflows

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?

ERP migration should not freeze the supply chain planning decision layer

US container imports rose 9%, but tariff uncertainty is distorting the demand signal

Procurement go-lives are authority migrations, not software launch dates

Human–AI teams need operating rules across planning and execution

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

AI agents are reaching production faster than organizations are defining accountability

Agentic AI in logistics requires process orchestration and control

Hybrid AI agents automatically turn factory layouts into simulation models

AI supply-chain planning must connect alerts to controlled execution

Industrial AI programmes should count changed decisions, not participating companies

Supply Chain agents need transaction proof, not conversational fluency

Manufacturing localisation is a network redesign, not a plant announcement

Model Supply Allocation as a Minimum-Cost Flow with OR-Tools

Build a governed Claude Managed Agent for Supply Chain workflows

Build a Governed AI Forecast Review Workflow Before Connecting AI to Your Planning System

How to validate an AI inventory use case before buying software

Map the supply chain IT portfolio before adding another AI application

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

Build an AI-assisted demand forecast in IBM Planning Analytics

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

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

Connect SAP Digital Manufacturing to Joule through MCP and Joule Studio

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

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

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

Run a One-Week Planning Master-Data Audit

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

Build a Governed AI Control Tower for Logistics Questions

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

Demand Driven Technologies

B2Wise

Levelpath

Tonkean

Writer

Zip

Certa

Weights & Biases

OneTrust

Alation

Dialflo

Manhattan Associates

FourKites

Oracle Supply Chain Management

DeepSeek

VusionGroup

UiPath

Trax Retail

Ocado Group

Monte Carlo

Mad Street Den

Holistic AI

Fiddler AI

dbt Labs

Crisp

Automation Anywhere

Atlan

Fabrikatör

Prediko

Daybreak

BEOM Consulting

ASCM

KPMG Supply Chain

Maersk

ISG Software Research

Alkemys Consulting

Opus Numeris

Thomas Barciet

Rami Goldratt

Alain Matar

Amélie Destefanis

Antoine Guéguen

Dale Rogers

Samir Saci

Chris Rogers

Pauline Coquinot

Sandia Ghernati

Rajesh Gangadharan

Jagjit Singh Srai

Ken Goldberg

Henrik Christensen

Helen Greiner

Pierre Mitchell

Bertrand Maltaverne

Marco Prüglmeier

Adrian Gonzalez

Ken Chadwick

Vineet Khanna

Quentin Maillet

Louis Collignon

Ludovic Giraud

Thomas Robert

Arnaud Morvan

Philip Ideson

Maria Villablanca

Sheri Hinish

Jean-François Nordmann