Business policies utilize predictive analytics and regression analysis to manage inventory effectively, avoiding excesses and shortages while optimizing costs and responsiveness. The implementation of these policies involves advanced statistical methods and technologies to enhance accuracy, reduce errors, and adapt to market changes, thereby maintaining operational efficiency and competitiveness.
Check out industry best practices below on how to optimize your inventory to cut costs, meet demand, and streamline your supply chain.
Recommended Reading: Excellence in Demand Planning
In a recent post at SupplyChainBrain, Robert Bowman takes a look at excellence in demand planning. Focusing on admirable qualities and techniques, it should be an interesting read for any demand planner seeking to improve his or her craft.
Heroes of Disruptive Innovation
The executive suites at most companies are populated by leaders who became corporate “heroes.” These exceptional performers led—and continue to lead—transformative initiatives that drive revenue growth, reduce costs and increase shareholder value.
Lessons From Superstorm Sandy
The destructive impact of Hurricane Sandy has been both staggering and instructive. Our thoughts and best wishes for rapid recovery go out to all who have suffered personal or economic loss or damage. Now, in Sandy’s aftermath, we find ourselves thinking about accelerating recovery and planning for the next unforeseen event.
Saving Billions? How Far the ‘Center for Innovation in Logistics Systems’ Might Take the US Army
For over two decades, the General Accounting Office (GAO) has indicated that the Defense Department’s logistics management has been ineffective and wasteful, and that the Services lack strategic plans to improve overall inventory management and supply chain performance.
Recent Posts
Daily Demand ScenariosIn this Videoblog, we will explain how time series forecasting has emerged as a pivotal tool, particularly at the daily level, which Smart Software has been pioneering since its inception over forty years ago. The evolution of business practices from annual to more refined temporal increments like monthly and now daily data analysis illustrates a significant shift in operational strategies. […]
The Cost of Spreadsheet PlanningCompanies that depend on spreadsheets for demand planning, forecasting, and inventory management are often constrained by the spreadsheet’s inherent limitations. This post examines the drawbacks of traditional inventory management approaches caused by spreadsheets and their associated costs, contrasting these with the significant benefits gained from embracing state-of-the-art planning technologies. […]
Learning from Inventory ModelsIn this video blog, the spotlight is on a critical aspect of inventory management: the analysis and interpretation of inventory data. The focus is specifically on a dataset from a public transit agency detailing spare parts for buses. […]
The Methods of ForecastingDemand planning and statistical forecasting software play a pivotal role in effective business management by incorporating features that significantly enhance forecasting accuracy. One key aspect involves the utilization of smoothing-based or extrapolative models, enabling businesses to quickly make predictions based solely on historical data. This foundation rooted in past performance is crucial for understanding trends and patterns, especially in variables like sales or product demand. Forecasting software goes beyond mere data analysis by allowing the blending of professional judgment with statistical forecasts, recognizing that forecasting is not a one-size-fits-all process. This flexibility enables businesses to incorporate human insights and industry knowledge into the forecasting model, ensuring a more nuanced and accurate prediction. […]
Smart Software to Present at Epicor Insights 2024Smart Software will present at this year's Epicor Insights event in Nashville. If you plan to attend this year, please join us at booth #13 or #501, and learn more about Epicor Smart Inventory Planning and Optimization. . […]
Inventory Optimization for Manufacturers, Distributors, and MRO
Why MRO Businesses Need Add-on Service Parts Planning & Inventory SoftwareMRO organizations exist in a wide range of industries, including public transit, electrical utilities, wastewater, hydro power, aviation, and mining. To get their work done, MRO professionals use Enterprise Asset Management (EAM) and Enterprise Resource Planning (ERP) systems. These systems are designed to do a lot of jobs. Given their features, cost, and extensive implementation requirements, there is an assumption that EAM and ERP systems can do it all. In this post, we summarize the need for add-on software that addresses specialized analytics for inventory optimization, forecasting, and service parts planning. […]
The Forecast Matters, but Maybe Not the Way You ThinkTrue or false: The forecast doesn't matter to spare parts inventory management. At first glance, this statement seems obviously false. After all, forecasts are crucial for planning stock levels, right? It depends on what you mean by a “forecast”. If you mean an old-school single-number forecast (“demand for item CX218b will be 3 units next week and 6 units the week after”), then no. If you broaden the meaning of forecast to include a probability distribution taking account of uncertainties in both demand and supply, then yes. […]
Why MRO Businesses Should Care About Excess InventoryDo MRO companies genuinely prioritize reducing excess spare parts inventory? From an organizational standpoint, our experience suggests not necessarily. Boardroom discussions typically revolve around expanding fleets, acquiring new customers, meeting service level agreements (SLAs), modernizing infrastructure, and maximizing uptime. In industries where assets supported by spare parts cost hundreds of millions or generate significant revenue (e.g., mining or oil & gas), the value of the inventory just doesn’t raise any eyebrows, and organizations tend to overlook massive amounts of excessive inventory. […]
Top Differences Between Inventory Planning for Finished Goods and for MRO and Spare PartsIn today’s competitive business landscape, companies are constantly seeking ways to improve their operational efficiency and drive increased revenue. Optimizing service parts management is an often-overlooked aspect that can have a significant financial impact. Companies can improve overall efficiency and generate significant financial returns by effectively managing spare parts inventory. This article will explore the economic implications of optimized service parts management and how investing in Inventory Optimization and Demand Planning Software can provide a competitive advantage. […]
Problem
What is my inventory position today, on any item? Where are we stocking out and how often? What are my delivery times? Why did we ship late? Do we have too much inventory in one location, not enough in another? What are my real supplier lead times? These are obvious, daily questions, and the answers can reveal underlying root causes that when resolved will improve supply chain performance. But these answers are elusive, often because data is locked up in your ERP and only accessible via limited reporting views or spreadsheets. Creating these reports manually using Excel requires data imports, reformatting, and distribution to key stakeholders, wasting countless hours of valuable planning time. This means that getting updated information, when you need it, is not always possible. Not having access to these answers means that problems reveal themselves only after it is too late, and opportunities for improving the inventory planning process are overlooked, further contributing to poor performance.
Solution
Smart Operational Analytics (SOA™) is a native web reporting solution available on Smart’s Inventory Planning and Optimization Platform, Smart IP&O. It provides a fast, easily understood, current perspective on the state of your inventory, its performance against critical metrics, actual supplier lead times, opportunities to rebalance stocks across facilities, and helps you uncover root causes of operational inefficiencies. SOA automatically refreshes as often as you’d like providing all stakeholders immediate, up-to-date reporting on your operations and performance. You’ll have constant visibility of inventory levels, orders, shipments, and supplier performance to ensure you’ll always be in tune with the state of your operations and resolve issues before they become problems. Enhance visibility. Improve responsiveness. Increase your bottom line.
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Smart Operational Analytics
Inventory Analytics
Quantify inventory value
Inventory segmentation
Inventory classification
Trend metrics over time
Operational Performance
Measure service level performance
Measure fill rate performance
Calculate turns, holding & ordering costs
Trend metrics over time
Supplier Insights
Measure supplier performance
Compare supplier lead times
Rank suppliers across available metrics
Trend metrics over time
Who is Operational Analytics for?
Smart Operational Analytics is for executives, planners, and operations professionals who seek to:
- Measure inventory costs and performance in real time.
- Assess and compare Supplier performance.
- Identify root causes of stockouts, excess inventory, and late deliveries.
- share KPI’s such as service levels, turns, costs, and more across the organization.
What questions can Operational Analytics answer?
- What does my inventory look like? By value, count, classification?
- Is my inventory trending up, down, or the same?
- How much of my inventory is overstocked, understocked, or acceptable?
- Can inventory be transferred from overstocked locations to under stocked locations?
- Can existing supplier orders be cancelled or deferred?
- What are my current turns, service levels, and fill rates and how do they trend over time?
- How many out of stock events occurred this week, this month, this quarter?
- How are my suppliers performing, how do they compare?
- What is my supplier lead time and how has it changed over time?
Inventory and supplier reporting for your enterprise
Smart Operational Analytics empowers you to:
- Benchmark service performance and inventory costs.
- Benchmark supplier performance.
- Assess and Classify Inventory by class, stage, and more.
- Share metrics with the organization.