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HashMicro expands its manufacturing platform with AI-native operational capabilities

Infor expands industry-specific AI agents for operational workflows

Kinaxis says AI has moved from aspiration to operational planning at Kinexions 2026

Circus slows deployments to fix physical-AI operating economics

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

Symbotic acquires ARMS Innovations to extend warehouse automation into operational intelligence

Aptean acquires OpsVeda to connect planning with agentic operational execution

U.S. Army awards Rune Technologies a $99M contract for AI-powered predictive logistics

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

Infor launches Velocity Suite to diagnose, automate and optimize industry processes with generative AI

Ansaldo Energia selects Kinaxis Maestro to connect global planning

Cognite launches an AI-powered Integrated Supply Chain offering for industrial operations

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

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

Parfetts introduces agentic AI into supplier-data operations

Jabil opens AI-enabled Intelligent Logistics Hub in Penang

XMPro links agentic AI to bounded autonomy in industrial operations

BoCloud raises new funding to expand AI deployment in manufacturing

Infios introduces Archer for supply chain execution assistance

Schneider Electric agrees to acquire Cognite for $3.1 billion

Stord opens live fulfillment data to AI workflows through MCP

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

DataLeo launches a Supply Chain AI Radar covering planning, operations and decision governance

Bluecrux Recognized as a Gartner Leader for Specialist Supply Chain Strategy, Planning and Operations

Lisa Anderson is named among the Top 50 Manufacturing Thought Leaders for 2026

Kinaxis study finds 71% of companies accelerated AI adoption amid trade volatility

Blue Yonder launches new AI agents and a Supply Chain Knowledge Graph at ICON 2025

Dell supply shortages show AI demand is still stressing hardware operations

d-Matrix adopts Nvidia NVLink Fusion for inference-focused AI servers

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

Loss Prevention Specialist

AMZL Operations Excellence Manager

Consultancy — Supply Chain AI Specialist

AI and Data Analytics Intern

Applied AI/ML Software Engineer — Supply Chain AI and Decision Intelligence

AI Automation & Operations Intelligence Intern

Sales & Operations Planning Specialist

Senior Program Manager, Direct to Disposition — ReCommerce

Integration Consultant

Data Integration Engineer

Manager, Supply Chain Planning – Global Process Owner

Change Coordinator

Supply Chain AI Enablement Lead

Associate Director — Planning System Lead

Accelerator Digital Product Owner — Manufacturing & Supply Chain AI

Configuration Analyst — Supply Chain

Director E2E Product Planning

Service Program Manager, Supply Chain and Maintenance Planning, Labs

Data Science Expert (Domain Models) – Data Labs

Principal Engineer — Supply Chain Planning

Manager of Deliver Operations Planning

Category Manager — Manufacturing

Manager, Strategic Supply Chain

Principal Development Architect, SAP Business Data Cloud

Associate Procurement Professional

Solution Support Engineer

Enterprise Account Executive, Supply Chain Risk Management

Transportation Representative, Network Operations Center

APJ Senior Solutions Architect, Applied AI for Supply Chain

Category Manager, Packaging, Global Procurement Operations

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

EVENT: MIT CTL AI-driven Supply Chain programme opens

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

EVENT: BSR examines operational implications of the EU Forced Labour Regulation

FAILURE: Capacity plans become mathematically correct and operationally wrong when constraints are stale

EVENT: Kinaxis planning and orchestration session at NASCES 2026

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: Agentic AI Supply Chain Summit takes place in Delhi

SECURITY: Delayed disclosure of logistics-IT compromise exposes control-tower dependency risk

EVENT: Intuiflow showcases Demand Driven planning at Procurement Summit Hamburg

EVENT: RISC 2026 International Supply Chain Conference — 9 April 2026, Paris

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

EVENT: Algo webinar examines when supply chains should use forecast-driven push versus demand-driven pull

EVENT: Reuters Supply Chain Europe opens with planning-AI readiness session

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

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

NOMINATION: J.M. Smucker appoints Douglas Guilherme SVP, Operations and Supply Chain

EVENT: Inventory and Warehousing Summit takes place in Delhi

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

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

EVENT: Algo Hosts “The Trillion-Dollar Forecast” Webinar on Forecasting as a Scenario Tool

EVENT: Reuters Supply Chain USA 2026 — Day Two

NOMINATION: LOTS Group appoints five board members to scale low-emission logistics

EVENT: Supply-chain orchestration connects planning and execution

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

EVENT: o9’s CMO hire puts the “enterprise decision system” narrative under scrutiny

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

SECURITY: Port of Los Angeles reports 120 million cyberattack attempts in August

WARNING: BIS flags AI boom as a financial-stability risk

Manufacturing AI should be prioritized by operational value and readiness

Physical AI’s bottleneck is operational recovery, not demonstration intelligence

Agentic AI economics require value ownership beyond token-cost tracking

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

Port partnerships need shared exception data to become operational

Supply Chain awards are weak evidence unless the decision mechanism is visible

Predictive inventory risk needs an operational fallback and a financial loss owner

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

Technology-readiness governance must test operational evidence, not documentation completeness

Agentic logistics works only when agents can survive operational exceptions

Unified data does not create value unless it improves a cross-functional decision

Planning value increases when execution data closes the loop

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

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

Florent Tronquit proposes three questions to test the real value of AI in Supply Chain

Why Supply Chain Transformations Should Deliver Value in Short Cycles

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

Inclusive operations can improve cost, quality and team performance at the same time

Forecast accuracy is an input to the decision—not the business outcome

AI agents are reaching production faster than organizations are defining accountability

A digital twin is useful only when it feeds one governed capacity truth

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

AI is shifting power from information control to judgment in GCC organizations

Supply Chain Skills Are Becoming Decision Architecture Skills

Planning productivity claims double-count the same planner minute

Manufacturing copilots need production-state authority, not only ERP access

Supply Chain agents need transaction proof, not conversational fluency

Cargo fleet growth is a network-allocation decision

Edge AI requires lifecycle control, not only real-time inference

Maintenance optimization belongs inside capacity planning—not beside it

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

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

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

ThroughPut AI

Jedox

River Logic

Anaplan

Epicor

QAD

IBM watsonx

StockIQ Technologies

IFS Cloud

C3 AI Supply Chain Suite

Dassault Systèmes DELMIA

SymphonyAI Retail CPG

Infor Supply Chain Planning

Microsoft Dynamics 365 Supply Chain Management

Blue Yonder

Board

Pigment

SAP

MyExobrain

Miebach

Manhattan Associates

Oracle Supply Chain Management

Writer

Amazon Bedrock

Mistral AI

Google Gemini Enterprise

Anthropic

REMIRA

Autone

Vekia

Alkemys Consulting

BEOM Consulting

INSEAD Technology and Operations Management

GS1

Cranfield Centre for Logistics and Supply Chain Management

Cambridge Institute for Manufacturing

ALICE

Forrester

ARC Advisory Group

Kearney Operations

ISG Software Research

IDC Supply Chain

Gartner Supply Chain

Opus Numeris

Nicolas Vandeput

Benoît Elie

Mark Sawaya

Lisa Anderson

Muddassir Ahmed

Alain Matar

Dale Rogers

Arnaud Morvan

Bart De Muynck

Pierre Pélissier

Amélie Destefanis

Pauline Coquinot

Louis Collignon

Antoine Guéguen

Damien Portmann

Richard Wilding

Jan Burian

Helen Greiner

Andreas Wieland

Bram Desmet

Ken Chadwick

Bob Ferrari

Florent Tronquit

Fabrice Bonneau

Sandia Ghernati

Scott Luton

Chris Caplice