#demand-forecasting
(59 articles)Bath & Body Works Cuts Distressed Inventory Through Better Seasonal Planning
Bath & Body Works has successfully reduced distressed inventory levels by implementing more disciplined seasonal purchasing practices. CEO Daniel Heaf attributed this achievement to "buying our season
Top 10 Supply Chain Risks 2026: Mitigation Strategies
Oracle NetSuite has published a forward-looking analysis identifying the ten most significant supply chain risks anticipated for 2026. This assessment provides enterprise supply chain leaders with a s
China Sept-Oct 2026 Holidays: Advance Your Shipping Plans Now
Supply chain professionals must proactively adjust their shipping schedules around China's September and October 2026 public holidays to avoid congestion, delays, and capacity constraints. Chinese pub
How AI is Solving Persistent Supply Chain Chaos Beyond the Pandemic
Supply chain disruptions have not simply evaporated with the conclusion of the COVID-19 pandemic. Instead, organizations continue to face persistent volatility driven by demand unpredictability, geopo
Brazil Black Friday Imports Surge: Retailers Front-Load Stock
Brazilian retailers are accelerating import volumes in advance of Black Friday, creating a significant surge in port activity and logistics demand across the country. This anticipated import spike ref
4Q25 Transportation & Logistics Outlook: Key Trends Ahead
FTI Consulting has released its Global Transportation & Logistics Outlook for the fourth quarter of 2025, providing a comprehensive market assessment that supply chain professionals depend on for stra
Optimus Launches Freight Digital Twin to Predict Network Disruptions
Optimus Technology has unveiled the Freight Intelligence Graph, a sophisticated digital twin of the U.S. freight network designed to model how disruptions propagate across corridors, facilities, and c
Canadian Promotional Products Supply Chain Trends & Insights
ASI Central has released an infographic analyzing supply chain dynamics within the Canadian promotional products sector, providing industry stakeholders with visual insights into distribution patterns
European Transportation & Logistics Outlook Q2 2026
FTI Consulting has published its Q2 2026 European Transportation and Logistics Outlook, providing forward-looking analysis of market conditions, capacity dynamics, and operational challenges across th
Rethinking Supply Chain Strategy Amid Persistent Volatility
The global supply chain environment remains characterized by persistent volatility rather than a return to pre-pandemic stability. This article examines how organizations must fundamentally rethink th
SPD Charts Recovery Path Despite Supply Chain Pressures
Spartan Distribution (SPD) is demonstrating resilience in a challenging supply chain environment by capitalizing on strong customer relationships and implementing new strategic programs to drive renew
Amazon Business Deploys ML to Optimize Inventory Levels
Amazon Business has implemented machine learning algorithms to enhance inventory optimization across its B2B fulfillment network. This technology-driven approach enables more accurate demand forecasti
AI Boom Driving Air Cargo Demand May Be Unsustainable Bubble
The rapid surge in air cargo volumes attributed to the artificial intelligence boom may not represent a sustainable market expansion, according to industry observers cited in The Loadstar. Rather than
Starbucks Pursues 24-Hour Inventory Replenishment Strategy
Starbucks is pursuing an aggressive 24-hour inventory replenishment target, a strategic shift that comes after the company discontinued an AI-powered inventory management system following a nine-month
AI-Driven Healthcare Supply Chain Resilience: 5 Strategic Lessons
Healthcare supply chains face unprecedented complexity, from vaccine distribution to medical device delivery across fragmented networks. The article identifies five critical AI lessons for building re
Freight Market Rebound: Separating Optimism from Reality
The freight industry is showing early signs of recovery, but supply chain professionals should exercise caution in interpreting these signals. The article examines the disconnect between optimistic fo
Top 5 Supply Chain Planning Software in 2026
This article reviews the top five supply chain planning software solutions expected to dominate in 2026, providing professionals with a curated overview of cutting-edge tools for demand forecasting, i
SONAR integrates Retlia's retail analytics for demand forecasting
SONAR, a leading freight market intelligence platform, has partnered with Retlia to integrate retail demand analytics directly into its user interface. The integration features 'The Register,' a propr
Trump Tariffs Create Supply Chain Mirage as Freight Demand Disconnects
A shipping industry expert has raised concerns that tariff-related trade policies are generating misleading economic signals that may not align with actual freight market conditions. While GDP forecas
Retailers Lean Into Peak Season With Tighter Inventory Strategies
Retailers are preparing for peak season—traditionally the high-demand period spanning Q4 and early Q1—with noticeably reduced inventory levels across their networks. Deposco's observation signals a st
15 Logistics AI Use Cases Transforming Supply Chains
Artificial intelligence is fundamentally reshaping logistics and supply chain operations across multiple business functions. The technology addresses long-standing operational challenges by enabling p
AI Demand Creates Memory Chip Supply Shock: 4 Strategic Moves
The rapid acceleration of AI adoption across industries is creating a structural supply shock for memory semiconductors—particularly DRAM and NAND flash chips. Unlike previous cyclical semiconductor s
Major Supply Shock Looms: What Supply Chain Teams Must Know
The Financial Post is flagging an imminent, large-scale supply disruption that could reverberate across multiple industries and geographies. While the article's headline uses emphatic language—"the mo
2026 Peak Season Outlook: What Logistics Pros Expect
Logistics Management conducted a reader survey to assess supply chain professionals' expectations for the 2026 peak season—a critical planning period for retailers, e-commerce operators, and logistics
How AI is Reshaping Modern Supply Chain Operations
Artificial intelligence is becoming a cornerstone technology in modern supply chain operations, enabling organizations to optimize complex processes from demand planning through last-mile delivery. Th
Port of LA Cargo Volumes Signal Retailers Are Rewriting Shipping Patterns
Cargo volume patterns at the Port of Los Angeles are revealing a fundamental shift in how retailers are timing their shipments and inventory replenishment cycles. Rather than adhering to traditional s
Trade Uncertainty Disrupts Supply Chain Planning Strategies
Trade policy uncertainty has emerged as a significant headwind for supply chain planning and execution. The unpredictability of tariff regimes, trade agreements, and geopolitical tensions creates a ch
Trade Uncertainty Complicates Supply Chain Planning
Rising trade uncertainty is forcing supply chain professionals to fundamentally reconsider how they plan procurement, manage inventory, and allocate logistics resources. When tariff policies, trade ag
US Manufacturing & GDP Recovery: Supply Chain Implications
Chief Economist Mark Vitner from Piedmont Crescent Capital projects stronger-than-expected manufacturing activity and GDP growth in the United States, driven by sustained consumer spending and resilie
Freight Economy State: Chief Economist Breaks Down Market Trends
Logistics Management features an economic analysis by Matt Muenster, Chief Economist at Breakthrough, examining the current state of the freight economy. The article provides a forward-looking assessm
Consumer & Industrial Sectors Demand Diverging Supply Chain Strategies
Supply chain leadership teams are confronting a structural challenge: the consumer and industrial sectors are no longer moving in tandem. Consumer demand patterns—characterized by volatility, seasonal
Tariff Uncertainty Drives Early Import Surge; July 24 Deadline Looms
The US ocean freight market is experiencing an unusual early peak in import bookings driven by a convergence of tariff uncertainty and genuine demand strength. With multiple legal rulings invalidating
Supply Chain Inflation and Delay Risk Premium Impact
Supply chain professionals face a critical operational challenge as inflation compounds with the emerging **risk premium of delay**—a hidden cost structure where shippers pay premium rates to mitigate
Proactive Logistics Strategy Transforms Supply Chain Operations
The logistics industry is experiencing a paradigm shift from reactive, incident-driven operations to proactive, data-informed strategies. This transformation leverages predictive analytics, real-time
Procurement's New Edge: Early Warning Beats Lower Cost
The article highlights a fundamental shift in procurement strategy: companies are moving beyond the traditional cost-cutting paradigm toward **early warning systems and supply chain visibility**. Whil
Lunar New Year 2026: How to Avoid Shipping Delays
Lunar New Year represents a critical planning challenge for global supply chains, particularly those dependent on Asian sourcing and manufacturing. As factories close, ports experience reduced staffin
Asia-North America Air Cargo Surges 20%, Signals Sustained Demand
The Asia-North America air cargo trade lane is experiencing robust demand growth, with a reported 20% year-over-year increase that represents a continuation rather than a one-time spike. This sustaine
AI Technology Resolves $184B Supply Chain Visibility Gap
Artificial intelligence has emerged as a transformative technology for resolving critical visibility gaps in global supply chains, addressing a previously quantified problem worth $184 billion in lost
Majors Management Deploys AI for Pricing, Inventory & Operations
Majors Management has implemented AI-powered tools to enhance pricing strategies, inventory management, and operational efficiency across its convenience store network. This move reflects a broader in
Canadian Supply Chains Shift From Forecasting to Orchestration
Canadian supply chain operators are undergoing a fundamental shift in how they approach resilience, moving away from static forecasting models toward dynamic orchestration platforms. This transition r
Europe's Data Centre Boom Faces Critical Power Supply Crisis
Europe and the Middle East are experiencing unprecedented demand for data centre capacity, with over 500 new projects announced across the continent alone. However, this expansion ambition collides wi
AI Inventory Forecasting Risks: When Predictions Fail Retail
Retailers increasingly rely on artificial intelligence and machine learning algorithms to forecast demand and optimize inventory levels. However, as these systems become more sophisticated and integra
ISM Report Signals Strong Manufacturing and Services Growth for 2026
The Institute for Supply Management's latest semiannual report projects widespread economic expansion across both manufacturing and services sectors throughout 2026, suggesting increased procurement a
World's Largest Oil Disruption: Why Supply Chains Held Firm
The global energy market has absorbed the world's largest-ever oil supply disruption without triggering the systemic collapse many observers predicted. Despite unprecedented supply constraints, the ma
CSCMP Report: Supply Chain Fog Creates New Planning Challenges
The Council of Supply Chain Management Professionals (CSCMP) has released findings indicating that supply chain professionals continue to face significant visibility and forecasting challenges, charac
Supply Chain Confidence Trap: Why Optimism May Hide Real Risks
RSM UK's analysis identifies a critical paradox in supply chain management: as conditions appear to normalize post-disruption, many organizations are developing false confidence that obscures persiste
Overlapping Demand Waves Disrupt Traditional Peak Season Patterns
Rhenus, a major global logistics provider, highlights a structural shift in how demand concentrates across the year. Traditionally, supply chains relied on predictable seasonal peaks—holiday retail, b
2026 State of Logistics: Volatility Becomes the Norm
The 2026 State of Logistics Report from FreightWaves signals a fundamental shift in supply chain operating conditions: volatility is no longer a temporary disruption but an embedded structural charact
Predictive Analytics Transforms Transportation & Logistics Operations
Predictive analytics represents a paradigm shift in how transportation and logistics companies optimize their operations, moving from reactive problem-solving to proactive decision-making. By leveragi
2026 Supply Chain Disruptions: Prepare Now for Industry Shifts
The supply chain industry faces a critical juncture as 2026 approaches, with multiple structural and cyclical disruptions anticipated to reshape operations across global trade lanes. This forward-look