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

Amart Furniture replaces legacy planning with RELEX

UNFI Insights adds AI Agents and Projected Orders

FuturMaster becomes Sunstice and introduces Structured Agility for SCP and RGM

Atlas Copco moves to probability-based supply-chain planning with ToolsGroup

Danone frames AI as a resilience layer for supply chains

Gartner finds network-decision approvals are frequently reopened

Coles and Ever.Ag modernize fresh-meat supply planning

EVENT: ISF 2026 brings forecasting research and practice together in Montreal

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

Scenario-based decision-making to keep S&OP on track amid uncertainty

Martín Chávez shows how Claude can accelerate Demand Driven planning and DDMRP analysis

Responsible and functional sales and operations planning

Peak Season Is Not One Peak: The Inventory and Capacity Planning Problem

Outgrowing the classical safety-stock formula

Moving From Deterministic Plans to Probabilistic Supply Chain Decisions

Lead-time forecasting should produce a probability distribution—not a single ERP parameter

Stochastic optimization is becoming the governed middle layer between AI and MRP

Production planning is becoming a financial decision system—but most companies still govern it as scheduling

Five Operational Levers for Reducing Supply Chain Variability

Why Forecasts Serve Different Purposes at Different Time Horizons

Resilience Planning Requires More Than Crisis Awareness

Build a SKU-Location Demand Forecasting Pipeline with BigQuery ML

Build a governed Claude Managed Agent for Supply Chain workflows

Flowlity

DeepVu

Autone

ToolsGroup

David Maloney