Supply Chain Shaman

NOVEMBER 10, 2013

This week I interviewed Robert Byrne, Founder of Terra Technology , on the results of their fourth benchmarking study on forecasting excellence. The work done by Terra Technology, in my opinion, is one of two accurate sources of benchmark data on forecasting in the industry. The other is Chainalytics demand benchmarking.

Supply and Demand 252

Supply and Demand Forecasting Forecasting Software Modeling Software 252

Logistics Viewpoints

MAY 1, 2025

Download Executive Summary Warehouse Management Systems (WMS) Beyond inventory: WMS is the control tower of modern fulfillment. From fleet coordination to pick optimization, see how AMRs are shaping the next-gen fulfillment center. Download Executive Summary Transportation Management Systems (TMS) Plan, execute, optimize.

Supply Chain Planning Software 193

Supply Chain Planning Software Research Supply Chain Software Agile and Lean Supply Chain 193

Logistics Viewpoints

APRIL 23, 2025

These systems also support internal benchmarking, enabling teams to measure progress against targets and identify areas for improvement. CEVA Logistics, a CMA CGM subsidiary, uses Googles AI tools for warehouse management and demand forecasting.

Supply Chain Planning Software 165

Supply Chain Planning Software Logistics Network Optimization Software Optimization Software Rail Software 165

Logistics Viewpoints

OCTOBER 4, 2021

A study by E2open – the 2021 Forecasting and Inventory Benchmark Study: Supply Chain Performance During the Covid-19 Pandemic – provides the answers. Benchmarking the forecasting process is difficult. Forecasting Accuracy Was Terrible . I look forward to this study every year.

Supply Chain Performance 284

Supply Chain Performance Inventory Reduction Supply and Demand Cost Reduction Strategies 284

Logistics Viewpoints

FEBRUARY 28, 2022

Machine Learning, a Form of Artifical Intelligence, Has Feedback Loops that Improve Forecasting. A supply chain planning model learns when the planning application takes an output, like a forecast, observes the accuracy of the output, and then updates its own model so that better outputs will occur in the future.

Optimal Sourcing 355

Optimal Sourcing Supply Chain Planning Software Supply Chain Design Software Supply Chain Planning 355

Logistics Viewpoints

JANUARY 19, 2021

However, there is the difficult question of which technology to implement to make better use of your warehouse. Simulation technology is broadening possibilities for how warehouses evaluate their: Processes. Plus, it eliminates costly errors by enabling the trialing and benchmarking of different solutions in a virtual warehouse.

Modeling Software 212

Modeling Software Supply Chain Software Predictive Analytics Software Optimization Software 212

SCMDOJO

FEBRUARY 15, 2025

Enhance Warehouse and Distribution Strategies Companies that rely solely on centralized warehouses may experience significant delays if transportation issues or inventory shortages arise. Multi-location warehousing ensures critical products remain closer to key markets, reduces lead times, and enhances responsiveness.

Supply Chain Planning Software 91

Supply Chain Planning Software Supply Chain Software Modeling Inventory Reduction 91

Logistics Viewpoints

NOVEMBER 18, 2021

On top of the insatiable desire for everyone to buy online fueling ecommerce growth in DCs, the high cost and scarcity of warehouse labor is crushing to many DC operators. The warehouse automation market is forecasted to grow at a CAGR of approximately 14% and be worth USD 30 billion by 2026. In-Warehouse Travel Optimization.

DC 334

DC Optimization Software Demand Planning Software Supply Chain Planning Software 334

EMERGE App

FEBRUARY 23, 2020

What is Inventory Forecasting? Wait, what has this got to do with inventory forecasting? So, for the majority of small and medium businesses, inventory forecasting is simply an inventory reordering strategy to ensure that your stock levels are in the Goldilocks zone. And it is critical for inventory forecasting.

Forecasting 98

Forecasting Forecasting Software Inventory Reduction Inventory 98

Supply Chain Opz

NOVEMBER 9, 2014

That said, implementing Lean concepts would undoubtedly be part of that strategy, for example, - Lean Warehousing : Many firms (both retailers and manufacturers) are now aggressively rolling out Lean in their warehouse operations. Eliminate Before You Automate : Automation is critical to large, efficient warehouse operations.

Waste Reduction 274

Waste Reduction Supply Chain Planning Software Cost Reduction Strategies Inventory Reduction 274

Logistics Viewpoints

MARCH 4, 2021

It includes all of its elements: customers, sales channels, products, warehouses, logistics network, and the interactions between them. Fourth Step: Benchmark KPIs to understand limitations and discover opportunities. Attribute-based forecasting when introducing new products. On-time-in-full performance of distribution centers.

Supply Chain Planning Software 284

Supply Chain Planning Software Supply Chain Planning Scenario Planning Modeling 284

Logistics Viewpoints

APRIL 24, 2024

As part of this ecosystem, partners can get certified through Körber for Warehouse Advantage, which is the first product for certification. The OMS acquisition was probably the most strategic acquisition since HighJump became Körber, as it expands the company’s solution outside the four walls of the warehouse.

Course 300

Course Supply Chain Planning Software Predictive Analytics Software Optimization Software 300

Freightos

SEPTEMBER 17, 2024

Recently, I was on a panel discussing AI in the supply chain industry, and much of the conversation revolved around its applications in forecasting. Immediately afterward, a group of experts privately argued that forecasting is precisely where AI models tend to hallucinate the most.

Logistics Network Optimization Software 294

Logistics Network Optimization Software Los Angeles Supply Chain Software Supply Chain Design Software 294

Supply Chain Shaman

AUGUST 7, 2019

Determine Forecastability and Forecast Value Added (FVA). I am often asked to benchmark demand. Executives will ask, “What is a good target for forecast error?” To understand what is possible in forecasting start by determining forecastability. Then analyze Forecast Value Added (FVA).

Supply Chain Design Software 271

Supply Chain Design Software Supply Chain Planning Software Supply Chain Software Supply Chain Design 271

RFgen

JULY 8, 2025

Mobile tools, integrated sensors, and predictive systems enhance both day-to-day performance and long-term risk management by providing data that supports faster, more accurate decisions across warehouse and production environments. Warehouse and factory floor actions are scanned once and pushed instantly to a cloud-based dashboard.

Supply Chain Planning Software 83

Supply Chain Planning Software Supply Chain Software Predictive Analytics Software Inventory Management Software 83

The Logistics of Logistics

SEPTEMBER 11, 2024

From digital freight brokerage and consultancy to software tools, they empower shippers, carriers, and warehouses to move more with less—increasing efficiency, reducing costs, and enhancing service quality. Rate Analysis and Benchmarking: Loadsmart helps clients compare freight rates.

Logistics Network Optimization Software 244

Logistics Network Optimization Software Optimization Software Supply Chain Planning Software Optimal Sourcing 244

ShipBob

JULY 9, 2021

And since an ecommerce supply chain consists of several moving parts, how does an online brand go about supply chain forecasting, so they can make better predictions and decisions? There are several supply chain forecasting methods that businesses of all sizes can use that doesn’t involve hiring a psychic. Download the Guide.

Forecasting 98

Forecasting Forecasting Software Supply Chain Planning Software Supply Chain Software 98

Logistics Bureau

JANUARY 21, 2025

An efficient supply chain strategy is one that takes every aspect of your supply chain into account, from inventory management and warehouse design to freight tendering and transport optimisation. Warehouse Design With warehouse design, some companies fall in love with a building first, then try to make their operation fit into it.

Supply Chain Design Software 98

Supply Chain Design Software Supply Chain Planning Software Supply Chain Software Supply Chain Design 98

Logistics Viewpoints

MARCH 23, 2022

I am continuing to work on my latest Transportation Execution and Visibility Systems study, which looks at the total size of the market, the forecasted growth through 2026, and the leading suppliers across a number of categories including industry, region, customer size, and mode.

Real-time Visibility 308

Real-time Visibility Analytics Software Forecasting Software Predictive Analytics Software 308

Logistics Viewpoints

AUGUST 9, 2022

Is it sitting at the warehouse yard, or has it reached the store? Having that SKU-level inventory visibility across the entire supply chain is critical to the ability to more accurately forecast supply and demand, and compress the time needed for all parties to make any necessary adjustments. What’s stuck at the port?

Inventory Management Software 261

Inventory Management Software Inventory Management Inventory Reduction Supply Chain Planning Software 261

SCMDOJO

JULY 2, 2025

For businesses looking to master end-to-end logistics systems integration, SCMDOJO’s offers Logistics Management Track for comprehensive learning across warehouse, transportation, and inventory control—making it an ideal foundation for custom software planning and execution.

Supply Chain Design Software 84

Supply Chain Design Software Supply Chain Planning Software Logistics Network Optimization Software Optimization Software 84

TransAudit

FEBRUARY 13, 2025

Key collaborative practices include: Demand Planning: Share forecasts with upstream partners to ensure readiness. fill rates, inventory accuracy, and forecast reliability). Inventory Forecasting: Use predictive models to anticipate demand spikes. Standardization: Streamline product specifications to reduce complexity.

Supply Chain Software 59

Supply Chain Software Supply Chain Planning Software Supply Chain Strategy Supply Chain Planning 59

SCMDOJO

JUNE 9, 2025

Barcode and RFID Scanning Barcode scanners and RFID readers capture product data instantly during warehouse handling, inventory transfers, or shipping. Receiving reports, inspection logs, and storage records help verify incoming goods during warehousing and inventory management. Here are the gains of accurate documentation.

Supply Chain Planning Software 52

Supply Chain Planning Software Supply Chain Design Software Logistics Network Optimization Software Supply Chain Software 52

Supply Chain Game Changer

FEBRUARY 7, 2025

Distributed warehousing and micro-fulfillment centers grow more common, helping brands get closer to their customers geographically. Platforms like Shopify Fulfillment Service are setting benchmarks by integrating advanced logistics tools with reliable scalability for growing e-commerce brands.

Supply Chain Planning Software 52

Supply Chain Planning Software Supply Chain Software Predictive Analytics Software Inventory Management Software 52

ToolsGroup

MAY 4, 2020

Along with its AI-driven demand forecasting and inventory planning software, ToolsGroup has introduced new customer support offerings for COVID-19 planning as well as educational resources including the ebook “ COVID-19 Risk: Enable Swift and Efficient Response to Supply Chain Disruptions.” Companies Share COVID-19 Response.

Supply Chain Planning Software 120

Supply Chain Planning Software Modeling Supply Chain Disruption Supply Chain Software 120

Supply Chain Shaman

AUGUST 26, 2015

As the markets plummet, it is time to remind ourselves that demand is not a forecast. Traditional forecasting approaches are not adequate in a time of market volatility. In the real world, companies operate with a Mean Absolute Forecast Error of 24-60%, and have a bias of 9-40%. Markets drive supply chains.

Supply and Demand 150

Supply and Demand Forecasting Modeling Forecasting Software 150

Logistics Bureau

DECEMBER 22, 2024

Using KPIs for performance measurement ensures that you are continuously evaluating your business activity against a static benchmark. Another powerful use of KPIs is in the benchmarking of your companys performance against that of your competitors and industry peers. Why Are KPIs Important?

KPI 74

KPI Agile and Lean Supply Chain Supply Chain Strategy Supply Chain 74

Logility

AUGUST 25, 2020

Poorly implemented demand planning software mis-forecasts demand for branded sneakers. Demand planning systems unable to forecast demand-slowing associated with economic meltdown. Warehousing and transportation costs. The common thread? Each of these events was completely devastating to the company concerned. Tri-Valley Growers.

Supply Chain Planning Software 173

Supply Chain Planning Software Supply Chain Design Software Agile and Lean Supply Chain Supply Chain Software 173

Silvon Software

APRIL 16, 2025

Improves customer satisfaction because you avoid promising items you dont have Optimizes inventory by preventing excess stock and shortages Boosts warehouse efficiency by streamlining picking, packing, and replenishment How does ATP help in business planning? Supply chain managers use ATP to trigger reorders or adjust forecasts.

Optimal Sourcing 65

Optimal Sourcing Inventory Reduction Supply Chain Optimization Price Mitigation Strategies 65

6 River Systems

APRIL 23, 2019

As warehouses embrace technology to optimize the supply chain and reduce fulfillment costs , many companies are considering making the move to an automated warehouse. That said, there are many factors to consider when moving to an automated warehouse. ” Meet Our Panel of Warehouse Pros: Alexandra Zelenko.

Warehousing 97

Warehousing Supply Chain Software Supply Chain Planning Software Supply Chain Design Software 97

Supply Chain Shaman

OCTOBER 31, 2017

The highest satisfaction rate for business users is in the area of warehouse management. Forecasting/Demand Planning. To verify the “fit of the forecasting engines,” take four years of data and give the technology provider the prior years data. In essence, when it comes to planning, success is a flip of a coin.

Supply Chain Planning Software 85

Supply Chain Planning Software Supply Chain Design Software Forecasting Software Demand Planning Software 85

Logility

NOVEMBER 3, 2020

The expert user interacts with data, reports, and forecasts. The variance from forecast identifies business processes that decision makers will want to understand and take management action on. . Or consider Walmart’s use of satellite photography and drones for scanning its warehouses.

Supply Chain Performance 133

Supply Chain Performance Supply Chain Planning Software Supply Chain Software Supply Chain Design Software 133

New Horizon Supply Chain Blog

AUGUST 30, 2023

Introduction I was recently in a conversation about forecasting with a client team, and one individual, whose background was not in supply chain, asked what the value of demand forecasting is. The link between forecast accuracy and corporate goals is less clear. But that doesn’t make forecasting any less important.

Forecasting 52

Forecasting Supply and Demand Material Savings Inventory Reduction 52

New Horizon Supply Chain Blog

JULY 15, 2022

I was recently in a conversation about forecasting with a client team, and one individual, whose background was not in supply chain, asked what the value of demand forecasting is. The link between forecast accuracy and corporate goals is less clear. But that doesn’t make forecasting any less important. Introduction.

Forecasting 52

Forecasting Supply and Demand Material Savings Inventory Reduction 52

ThroughPut

MAY 13, 2022

In this article, we look at the capabilities of the most common forecasting methods, and which situations they are best for given their current limitations. Breaking down demand forecasting. Before getting into the forecasting models, it would be useful to define the three main components of demand forecasting.

Forecasting 52

Forecasting Supply and Demand Forecasting Software Modeling 52

6 River Systems

JULY 30, 2020

Managing warehouse inventory, on its face, seems a simple concept: Keep enough stock on hand to fulfill orders, but not so much stock that your warehouse is filled to the brim with inventory that won’t move for months (or years). Is demand likely to increase, decrease or remain the same over the coming weeks and months?

Inventory Management Software 101

Inventory Management Software Inventory Reduction Inventory Management Supply Chain Planning Software 101

ThroughPut

MAY 13, 2022

In this article, we look at the capabilities of the most common forecasting methods, and which situations they are best for given their current limitations. . Breaking down demand forecasting. Before getting into the forecasting models, it would be useful to define the three main components of demand forecasting.

Forecasting 52

Forecasting Supply and Demand Forecasting Software Modeling 52