#demand-forecasting
(52 articles)End-to-End Supply Chain Optimization: Visibility Over Speed
Modern supply chain optimization requires treating logistics networks as integrated systems rather than isolated functional silos. The article presents a compelling case that most logistics failures s
AI Transforms Trans-Pacific Logistics: A New Era for Global Trade
Artificial intelligence is fundamentally reshaping trans-Pacific logistics and trade operations, enabling shippers and freight forwarders to optimize routing, predict demand with unprecedented accurac
TCI: Logistics Excellence Critical for Capturing Festive Season Demand
TCI's managing director has emphasized that logistics execution is the critical differentiator in converting seasonal demand spikes into actual revenue during festive periods. Rather than treating pea
Manufacturing Expands in September Despite Economic Policy Uncertainty
U.S. manufacturing continued its expansion trajectory in September, signaling continued industrial activity and production growth. However, the headline numbers mask a deeper concern: manufacturers ar
Port Import Activity Out of Sync with Freight Volume Trends
Recent data indicates a disconnect between freight volume movements and actual import activity at major U.S. ports, signaling potential forecasting errors or demand planning inefficiencies. This misma
Food Manufacturers Share Cost-Cutting & Forecasting Strategies
Major food manufacturers including General Mills and Nestlé are actively reshaping their supply chain operations to combat margin pressure and market volatility. At a recent Barclays industry conferen
AI Agents Could Strengthen NZ's Vulnerable Supply Chains
New Zealand's geographic isolation and limited supplier diversity create structural vulnerabilities in its supply chains, leaving the nation exposed to disruptions ranging from shipping delays to comm
Asia Pacific Supply Chains Brace for Q4 Peak and Golden Week
Asia Pacific supply chains are entering a critical planning phase as Q4 holiday demand converges with Golden Week holidays across major markets. This seasonal convergence creates a complex operational
WiseTech Launches Ocean Capacity Forecasting for Shipper Planning
WiseTech Global has introduced predictive analytics capabilities that provide shippers with advance warning of ocean freight capacity constraints across major trade lanes. This technology-driven solut
WiseTech Four-Week Ocean Risk Outlook Improves Fleet Capacity Planning
WiseTech has introduced a four-week ocean risk outlook designed to provide shipping lines and freight forwarders with forward-looking visibility into capacity constraints and market disruptions. This
Macy's Scales AI Inventory Tool to Boost In-Stock Levels
Macy's is advancing its AI-driven inventory replenishment capability from a limited pilot phase into broader operational deployment across its store network. This strategic move represents a shift tow
2026 Imports Stabilize but Tight Inventory Poses Q4 Revenue Risk
Import Ocean TEU bookings and inventory levels have stabilized in 2026 following years of volatility driven by supply chain disruptions, tariffs, and demand fluctuations. The Import Ocean TEUs Volume
Intra-Asia Peak Season Winds Down, What's Next for Shippers
The early peak season characterizing intra-Asia container trade is entering its final phase, signaling a transition in freight volumes and vessel utilization across the region's major trade corridors.
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
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
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
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
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
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 m
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 logistic
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, seasona
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 mitigat
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