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Incorta Intelligence moves analytics from dashboards to decisions

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

Infor expands industry-specific AI agents for operational workflows

Descartes adds auditable carrier-selection workflows to MyCarrierPortal

Algo Acquires Demand Driven Technologies (Intuiflow) to Expand Demand-Driven Planning Capabilities

Aily Labs and AWS partner to scale decision-intelligence agents

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

Flowlity Introduces Forecast Studio to Make AI Demand Forecasts More Transparent

Anthropic publishes an AI-native startup playbook for founders building with agents

o9 recognized across 2026 Gartner supply chain planning and decision intelligence reports

Intuiflow Integrates SKU Science Demand Planning into Its Planning Platform

Stord opens live fulfillment data to AI workflows through MCP

Flowlity Launches Co-planner in the ChatGPT Apps Directory

4flow recognized in 2026 Gartner assessment for Supply Chain strategy, planning and operations consulting

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

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

Algo Acquires Demand Driven Technologies to Create a Unified Demand-to-Supply Planning Platform

GAINS reports record growth driven by its AI-driven supply chain platform

FourKites launches Loft to orchestrate AI workflows across enterprise supply chains

SymphonyAI brings agentic AI into core retail merchandising decisions

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

Colibri S&OP positions AI agents inside accessible supply chain planning workflows

Anthropic’s Founder’s Playbook Signals the Rise of AI-Native Operating Models — And Supply Chains Should Pay Attention

o9 frames Responsible AI as enterprise readiness for agentic planning

Microsoft Dynamics 365 shows how agentic AI links supply chain data, decisions and execution

Coupa acquires Rossum to automate document-intensive procurement workflows

Oracle adds agentic AI applications for supply chain workflows

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

Aptean brings Logility DemandAI+ agentic AI to supply chain planning

River Logic and TenglerConsulting partner on value-chain optimization in Europe

Senior Product Manager for Workflow Orchestration

Client Partner, Enterprise Platform Sales

Logistics Engineer

Senior Manager — Supply Chain Network Capacity & Flow

EMEA Senior Solutions Architect, Applied AI for Supply Chain

Supply Chain & Manufacturing AI Specialist

Material Planning Specialist — AI & Automation Focus

Principal Engineer — Supply Chain Planning

Accelerator Digital Product Owner — Manufacturing & Supply Chain AI

AI Automation & Operations Intelligence Intern

Customs Brokerage Specialist, ACT Destination Operations

Solutions Architect — AI & Procurement

Head of AI & Advanced Apps

Logistics Engineer – Electric Power

Supply Chain Strategy & Planning Manager

Lead Agentic AI Engineer

Supply Chain Analyst

Supply Chain Planning Engineer

Specialist, Supply Chain Management Data & Innovation

Director — Supply Chain Procurement Advisory, Genpact

SAP AI Engineering Architect

Senior Product Manager, Supply Chain

SAP AI Engineering Architect

Principal Engineer, Supply Chain Transformation

Manager / Senior Manager, Supply Chain AI-Driven Planning Advisory

Global Supply Chain Business Operations Intern, Data & AI

AI and Data Analytics Intern

AI Architect — AI and Data, Industries

Staff Software Developer — Machine Learning

Delivery Consultant Intern

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

EVENT: 4flow and Mars examine AI for logistics optimization

EVENT: Agentic AI Supply Chain Summit takes place in Delhi

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

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

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

FAILURE: IBP change programs can deploy software faster than decision rights

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

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

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

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

EVENT: OMP Asia conferences put decision velocity and autonomous planning on the APS agenda

EVENT: Rapidflow tests an Oracle Fusion Planning Cycle Agent

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

WARNING: Supply-chain AI needs governance beyond automation

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

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

EVENT: Alkemys webinar highlights pragmatic AI agents in Supply Chain

EVENT: CFO workshop links AI with Procurement and Supply Chain operating decisions

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

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

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

EVENT: RAISE 2026 convenes enterprise AI leaders in Paris

FAILURE: Weak Master Data Can Undermine Automated Planning Decisions

EVENT: Konekti wins the 2026 European Supply Chain Start-up Contest

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

EVENT: Distribution AI forum challenges autonomous-planning claims

EVENT: Gartner Supply Chain Leaders Forum opens in Windsor

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

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

Why Supply Chain Transformation Fails Before It Starts: The Missing Layer Between ERP and Decision-Making

AI adoption metrics are meaningless without a decision-quality metric

Model Literacy Matters Only When Planning Decisions Are Governed

Heather Sye’s AI maturity model exposes the gap between experiments and operating-model change

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

Forecast Consumption Is a Decision Rule, Not a Technical Detail

AI Skills Are Not Enough If Decision Ownership Is Unclear

AI Agents in Supply Chain: From Planning Trade-Offs to Enterprise Decision Redesign

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

The Real Question Behind Supply Chain AI Agents: Who Owns the Decision?

Designing a Governed Middle Layer Between ERP and Decision Apps

Technology Radar Programs Shift the Question From Trends to Decisions

Single-View Visibility as a Supply Chain Decision Enabler

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

Supply Chain Skills Are Becoming Decision Architecture Skills

Trust by default can remove the executive bottleneck from Supply Chain decisions

The planning product owner is the missing bridge between roadmap and decision governance

Self-steering supply chains are arriving before companies have defined who owns the decision

Buffers Are Not Forecasts: Understanding Their Role in Inventory Decisions

Inventory Reduction Is a Consequence, Not a Transformation Objective

Critical Thinking Is Becoming a Core Supply Chain Planning Capability

Building Supply Chain Resilience Beyond Forecast Accuracy

What Driving Can Teach Us About Supply Chain Decision Support

IBP change management is part of the architecture—not the rollout plan

Master Data Is Not an IT Prerequisite—It Is a Planning Decision

Exception management is becoming the control plane for planning AI

Making Capacity Constraints Visible in S&OP Decisions

o9 Leadership Move Signals A Market Positioning Watchout

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

Resilience Planning Requires More Than Crisis Awareness

Build a governed Claude Managed Agent for Supply Chain workflows

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

How to validate an AI inventory use case before buying software

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

Build a Governed AI Control Tower for Logistics Questions

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

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

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

Run a One-Week Planning Master-Data Audit

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

Flowlity

Daybreak

Writer

MyExobrain

Demand Driven Technologies

B2Wise

Microsoft Azure AI Foundry

AI21 Labs

GAINS

Aera Technology

John Galt Solutions

project44

IBM watsonx

Amazon Bedrock

Aleph Alpha

Mistral AI

OpenAI

Anthropic

C3 AI Supply Chain Suite

AIMMS

Logility

o9 Solutions

AutoScheduler.AI

Aptean

DeepSeek

xAI

Google Gemini Enterprise

Oracle Supply Chain Management

REMIRA

Autone

BEOM Consulting

ASCM

KPMG Supply Chain

Rami Goldratt

Rajesh Gangadharan

Arnaud Morvan

Jean-François Nordmann

Amélie Destefanis

Alain Matar

Bertrand Maltaverne

Ludovic Giraud

Dale Rogers

Samir Saci

Sandia Ghernati

Jagjit Singh Srai

Henrik Christensen

Helen Greiner

Vineet Khanna

Louis Collignon

Sheri Hinish