#demand-forecasting
(66 articles)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
AI Transforms Pharma Supply Chains: Why Drugmakers Are Adopting
The pharmaceutical industry is experiencing a strategic shift toward artificial intelligence adoption across supply chain operations, driven by complexity, regulatory pressures, and the need for real-
FreightWaves Launches 2026 AI Excellence Award for Supply Chain
FreightWaves has announced the 2026 AI Excellence in Supply Chain Award, designed to recognize companies that have successfully deployed artificial intelligence to transform logistics operations. The
Supply Chain Disruption Solutions for 2026: What's Coming
Supply chain volatility has become a defining characteristic of modern logistics, and industry stakeholders are increasingly developing comprehensive countermeasures to address emerging disruptions ex
Preparing Supply Chains for Unexpected Demand Surges
This article addresses a critical challenge facing modern supply chain professionals: how to maintain operational continuity when faced with sudden, unpredictable demand spikes. Unlike seasonal or cyc
Predictive Scoring Models Enhance Supply Chain Resilience
Predictive scoring represents a strategic advancement in how supply chain organizations identify and mitigate risks before disruptions occur. By leveraging data analytics and machine learning, compani
6 Steps to Handle Supply Chain Disruption Effectively
MIT Sloan has published a structured framework for supply chain professionals to respond to disruptions effectively. Rather than treating disruptions as one-off crises, the guidance emphasizes proacti
Coronavirus Exposes Critical Supply Chain Vulnerabilities
The COVID-19 pandemic has laid bare fundamental weaknesses in global supply chain architecture, particularly the over-reliance on just-in-time manufacturing and single-source supplier relationships. F
10 E-Commerce Supply Chain Strategies to Beat Disruption
Maersk has published strategic guidance specifically targeting e-commerce businesses facing persistent supply chain challenges. The guidance represents a shift toward proactive resilience-building rat
AI-Powered Supply Chains: AWS Bedrock Multi-Agent Systems
Amazon Web Services has released guidance on deploying multi-agent AI architectures using Amazon Bedrock to address supply chain resilience challenges in retail and consumer packaged goods sectors. Th
Asia Pacific Logistics April 2026: Trends & Regional Impact
Transport Intelligence's April 2026 Asia Pacific Monthly Logistics Monitor provides critical regional insights for supply chain professionals managing operations across one of the world's most dynamic
2023 Global Economic Outlook: Supply Chain Implications
Deloitte's Global Economic Outlook for 2023 provides critical macroeconomic intelligence that directly impacts supply chain planning and execution. Economic forecasts—particularly regarding growth rat
AI Transforms Supply Chain: Deloitte's Guide to Modern Logistics
Deloitte's analysis underscores the transformative impact of artificial intelligence on contemporary supply chain operations, moving beyond incremental improvements to fundamental restructuring of how
Target Transforms Supply Chain to Combat Stockouts, Boost Sales
Target is executing a significant supply chain modernization initiative under new leadership, driven by operational pain points that previously resulted in lost sales and customer frustration due to o
US Supply Chain Stress Rising but Below 2022 Crisis Levels
Oxford Economics' latest analysis reveals that supply chain stress indicators across the US are trending upward, though current conditions remain significantly less severe than the historic disruption
LA Port Volume Surges on Spring-Summer Goods Despite Geopolitical Tensions
The Port of Los Angeles is experiencing improved cargo volumes in April, reflecting strong seasonal demand for spring and summer merchandise, including back-to-school products and early holiday invent
AI Predictions 2025: What Supply Chain Leaders Must Know
Supply chain leaders face a critical inflection point as artificial intelligence continues reshaping operational priorities in 2025. This analysis examines which AI-driven predictions for supply chain
Optimize Shipping Operations for Peak Season Success
MSC has published guidance on optimizing shipping operations during peak seasonal demand periods. This editorial content addresses a recurring challenge for supply chain professionals: managing capaci
Nova Winter Freight Season Concludes: Market Implications
Nova has completed its winter freight season, marking the end of a critical peak-demand period for transportation and logistics operations. The winter season typically represents sustained elevated fr
AI Transforms Food Supply Chains: Efficiency & Waste Reduction
Artificial intelligence is fundamentally reshaping how food supply chains operate, moving from reactive to predictive models that optimize inventory, reduce spoilage, and improve delivery reliability.
AI Predictive Analytics Transform Global Supply Chain Resilience
Artificial intelligence and predictive analytics are fundamentally reshaping how organizations approach supply chain resilience in an increasingly complex global environment. These technologies enable
U.S. Retail Imports Set to Slow Into Fall Despite Summer Gains
The Port Tracker report signals a near-term weakening in U.S. retail import volumes heading into the fall months, despite recent short-term gains at ports. This forecast reflects broader demand uncert
Avianca Cargo Moves 21,000 Tons in Record Mother's Day Season
Avianca Cargo has successfully navigated one of the year's most demanding seasonal peaks, moving over 21,000 tons of fresh flowers during the Mother's Day shipping season. This achievement underscores
Safeguard Supply Networks From Market Volatility
Market volatility presents ongoing challenges to supply chain networks, requiring proactive strategies to maintain operational continuity and resilience. Organizations must move beyond reactive respon