100+ datasets found
  1. Inventory Management Software Market Size & Trends Report | 2030

    • mordorintelligence.com
    pdf,excel,csv,ppt
    Updated Jun 29, 2025
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    Mordor Intelligence (2025). Inventory Management Software Market Size & Trends Report | 2030 [Dataset]. https://www.mordorintelligence.com/industry-reports/inventory-management-software-market
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    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Jun 29, 2025
    Dataset authored and provided by
    Mordor Intelligence
    License

    https://www.mordorintelligence.com/privacy-policyhttps://www.mordorintelligence.com/privacy-policy

    Time period covered
    2019 - 2030
    Area covered
    Global
    Description

    Inventory Management Software Market is Segmented by by Deployment (On-Premise and Cloud), End-User Enterprise Size (Large Enterprises and Small and Medium Enterprises (SME)), Application (Order Management, Inventory Control and Tracking, and More), End-Use Industry (Manufacturing, Retail and E-Commerce, and More), and by Geography. The Market Forecasts are Provided in Terms of Value (USD).

  2. S

    Inventory Control Statistics By Market, Macro Insights And Facts (2025)

    • sci-tech-today.com
    Updated Aug 19, 2025
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    Sci-Tech Today (2025). Inventory Control Statistics By Market, Macro Insights And Facts (2025) [Dataset]. https://www.sci-tech-today.com/stats/inventory-control-statistics/
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    Dataset updated
    Aug 19, 2025
    Dataset authored and provided by
    Sci-Tech Today
    License

    https://www.sci-tech-today.com/privacy-policyhttps://www.sci-tech-today.com/privacy-policy

    Time period covered
    2022 - 2032
    Area covered
    Global
    Description

    Introduction

    Inventory Control Statistics: Imagine you’re running a shop, a warehouse, or even a huge e-commerce store. Your shelves are packed, orders are rolling in, and customers are expecting fast deliveries. Sounds exciting, right? But here’s the catch: if you don’t know exactly what’s in stock, what’s running low, and what’s just gathering dust, your business can lose money faster than you make it. That’s where inventory control comes in, and trust me, these inventory control statistics tell a story that every business owner should hear.

    We’re not just talking about counting boxes or updating a spreadsheet. This is about smart planning, tracking, and avoiding costly mistakes that drain profits. So, put in a nutshell, from small corner shops to billion-dollar brands, the right inventory control system can mean the difference between smooth operations and complete problems.. And when you see the data, you’ll understand why companies are investing millions in getting it right.

    In this article, we’re going to explore the most eye-opening, complete research-based inventory control statistics that reveal the real impact of stock management on businesses worldwide. I’ll walk you through the numbers, the trends, and the effects so you can see why inventory control isn’t optional; it’s essential for survival in today’s competitive market. Let’s get into it.

  3. D

    Inventory Management Software Market Report | Global Forecast From 2025 To...

    • dataintelo.com
    csv, pdf, pptx
    Updated Jan 7, 2025
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    Dataintelo (2025). Inventory Management Software Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/inventory-management-software-market
    Explore at:
    pdf, pptx, csvAvailable download formats
    Dataset updated
    Jan 7, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Inventory Management Software Market Outlook



    The inventory management software market size was valued at approximately USD 2.5 billion in 2023 and is projected to reach around USD 5.6 billion by 2032, expanding at a compound annual growth rate (CAGR) of 9.2% during the forecast period. This impressive growth trajectory is propelled by the increasing need for automated solutions to manage complex supply chains and the rise of e-commerce and retail industries across the globe. As businesses strive to optimize operational efficiencies and reduce overhead costs, the adoption of sophisticated inventory management tools is gaining significant traction, driving market expansion.



    The growth of the inventory management software market is underpinned by several key factors. Primarily, the digital transformation across various sectors is encouraging the adoption of inventory management solutions. Businesses are increasingly leveraging technology to streamline operations, which includes optimizing inventory levels and reducing wastage. The adoption of cloud-based solutions further drives this trend, as they offer scalability, flexibility, and remote access, making inventory management more accessible and efficient across multi-location setups. Moreover, the integration of advanced technologies like artificial intelligence (AI) and machine learning (ML) in inventory management systems is facilitating predictive analytics, which helps in demand forecasting and inventory optimization, thus significantly enhancing operational efficiencies.



    Another pivotal growth factor is the burgeoning e-commerce industry, which has heightened the complexity and scale of inventory management. With the rise of online shopping, businesses require robust systems to manage stock levels, ensure timely replenishment, and handle returns efficiently. Inventory management software offers the necessary tools for real-time inventory tracking, automated reordering processes, and analytics for better decision-making, all of which are crucial for maintaining competitive advantage in the fast-paced e-commerce landscape. Additionally, the growing globalization of supply chains necessitates the adoption of sophisticated inventory systems to manage cross-border logistics, further boosting market demand.



    The need for superior customer service and satisfaction is also driving the adoption of inventory management software. Businesses are focusing on reducing stock-outs and excess inventory, both of which can negatively impact customer satisfaction and brand loyalty. Advanced inventory management systems provide accurate and timely inventory data, allowing businesses to maintain optimal stock levels and improve order fulfillment rates. This not only enhances customer satisfaction but also helps in building long-term relationships with customers. Furthermore, the growing emphasis on sustainability is encouraging businesses to adopt inventory solutions that minimize waste and optimize resources, contributing to environmental goals while also improving profitability.



    In the realm of healthcare and pharmaceuticals, Drug Inventory Management Software plays a crucial role in ensuring the availability and proper handling of medications. This specialized software aids healthcare providers in maintaining accurate records of drug inventories, tracking expiration dates, and managing recalls efficiently. By automating these processes, healthcare institutions can significantly reduce the risk of medication errors and ensure compliance with regulatory standards. Furthermore, the integration of such software with existing healthcare management systems enhances operational efficiency, allowing for better resource allocation and improved patient care outcomes. As the demand for precision and accountability in drug management continues to rise, the adoption of Drug Inventory Management Software is expected to grow, supporting the overall expansion of the inventory management software market.



    Regionally, North America is expected to hold a significant share of the inventory management software market owing to the presence of major technology providers and the rapid adoption of digital solutions across various industries. The Asia Pacific region is anticipated to witness the highest growth rate during the forecast period. The region's expanding retail and e-commerce sectors, coupled with increasing industrialization and the rise of small and medium enterprises, are key drivers for market growth. In Europe, stringent regulations and the need for compliance in industries such as healthc

  4. Breakdown of inventory distortion costs in retail industry worldwide 2020

    • statista.com
    • tokrwards.com
    Updated Jul 9, 2025
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    Statista (2025). Breakdown of inventory distortion costs in retail industry worldwide 2020 [Dataset]. https://www.statista.com/statistics/1199064/inventory-distortion-costs-breakdown-in-retail-industry/
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    Dataset updated
    Jul 9, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2020
    Area covered
    Worldwide
    Description

    In 2020, manufacturers suffered the most from inventory distortions in the retail sector. The imbalance between supply and demand registered during the coronavurus pandemic produced costs amounting to *** million U.S. dollars at the manufacturing level. In fact, the surge in demand for consumer products produced out-of-stock costs as well as overstock ones, together with other depending factors like outdated IT procedures or home office for employees. In total, the inventory distortion caused a *** million U.S. dollars loss for stores.

  5. Warehouse Management Systems Market Analysis North America, Europe, APAC,...

    • technavio.com
    pdf
    Updated Feb 13, 2025
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    Technavio (2025). Warehouse Management Systems Market Analysis North America, Europe, APAC, Middle East and Africa, South America - US, Germany, Canada, China, UK, France, Japan, India, The Netherlands, South Korea - Size and Forecast 2025-2029 [Dataset]. https://www.technavio.com/report/warehouse-management-systems-market-size-industry-analysis
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    pdfAvailable download formats
    Dataset updated
    Feb 13, 2025
    Dataset provided by
    TechNavio
    Authors
    Technavio
    License

    https://www.technavio.com/content/privacy-noticehttps://www.technavio.com/content/privacy-notice

    Time period covered
    2025 - 2029
    Description

    Snapshot img

    Warehouse Management Systems Market Size 2025-2029

    The warehouse management systems market size is forecast to increase by USD 3.87 billion at a CAGR of 14.8% between 2024 and 2029.

    The Warehouse Management Systems (WMS) market is experiencing significant growth, driven by the increasing demand for inventory control and the expansion of e-commerce businesses. With the rise of e-commerce, there is a growing need for efficient and accurate warehouse management to meet the demands of online shoppers for fast and reliable delivery. WMS solutions enable businesses to streamline their warehouse operations, optimize inventory levels, and improve order fulfillment accuracy. However, the implementation cost of on-premises WMS remains a challenge for many businesses, particularly small and medium-sized enterprises (SMEs). These systems require significant upfront investment for hardware, software, and implementation, making them less accessible to some organizations. As a result, there is growing interest in cloud-based WMS solutions, which offer lower upfront costs and greater scalability. Despite this challenge, the market's strategic landscape remains favorable for companies seeking to capitalize on the growing demand for efficient warehouse management solutions. By investing in innovative technologies and offering flexible pricing models, WMS companies can differentiate themselves and capture market share. Companies that can effectively navigate these challenges and leverage the opportunities presented by the growing e-commerce market will be well-positioned for success in the WMS market.

    What will be the Size of the Warehouse Management Systems Market during the forecast period?

    Request Free SampleThe warehouse management systems (WMS) market encompasses a range of solutions designed to optimize the day-to-day operations of various warehousing facilities. These systems facilitate inventory management, order fulfillment, and logistics processes for industries spanning retail, manufacturing, and logistics. The market's growth is driven by the increasing adoption of digital technologies, such as RFID, smart devices, smart tablets, and mobile phones, which enhance product tracking, lead time reduction, and product delivery speed. Small-scale industries are also embracing WMS solutions to streamline their operations and remain competitive. The retail sector, in particular, is experiencing significant growth in the implementation of WMS, as consumer expectations for fast and accurate order fulfillment continue to rise. Overall, the WMS market is poised for continued expansion as businesses seek to improve their product markets' efficiency and competitiveness.

    How is this Warehouse Management Systems Industry segmented?

    The warehouse management systems industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments. ComponentSoftwareHardwareIntegrated WMS softwareServicesOthersApplicationInventory managementSupply chain managementPurchase and order managementAsset managementOthersEnd-userRetail and consumer goodsTransport and logisticsAutomotiveHealthcare and pharmaceuticalsOthersGeographyNorth AmericaUSCanadaEuropeFranceGermanyThe NetherlandsUKAPACChinaIndiaJapanSouth KoreaMiddle East and AfricaSouth America

    By Component Insights

    The software segment is estimated to witness significant growth during the forecast period.The market encompasses software applications that streamline and manage warehouse operations for businesses. Warehouse management software automates and optimizes inventory processes, including inbound freight handling, put-away, picking, packing, shipping, and real-time inventory tracking. The market growth is fueled by the need for efficient supply chain management in various industries, such as retail, e-commerce, healthcare, and manufacturing. Advanced technologies, like IoT, AI, and ML, are revolutionizing warehouse management, leading to the development of sophisticated solutions. Digital technologies, including web-based portals, smart devices, and RFID technology, are transforming warehouse management systems. Small-scale industries and logistics companies are also adopting these solutions to enhance productivity and reduce costs. Additionally, renewable sources, such as solar energy and electric automotive, are being integrated into warehouse operations to promote sustainability. Business analytics, slotting management, yard management, and implementation cost are essential factors influencing the market. The cloud-based system offers flexibility and ease of access, while on-premises WMS ensures data security and control. E-commerce demand and automation technology further drive the market's growth.

    Get a glance at the market report of share of various segments Request Free Sa

  6. r

    Inventory Management Software Market Market Data & Intelligence - Growth...

    • reportsanddata.com
    pdf,excel,csv,ppt
    Updated May 15, 2024
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    Reports and Data (2024). Inventory Management Software Market Market Data & Intelligence - Growth Analysis (2034) [Dataset]. https://www.reportsanddata.com/report-detail/inventory-management-software-market
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    May 15, 2024
    Dataset authored and provided by
    Reports and Data
    License

    https://www.reportsanddata.com/privacy-policyhttps://www.reportsanddata.com/privacy-policy

    Time period covered
    2024 - 2030
    Area covered
    Global
    Description

    Access expert Inventory Management Software Market research covering data intelligence and growth analysis. Syndicated reports for strategic decision-making and business planning.

  7. Competitiveness of inventory management SMEs Philippines 2020

    • statista.com
    Updated Aug 8, 2025
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    Statista (2025). Competitiveness of inventory management SMEs Philippines 2020 [Dataset]. https://www.statista.com/statistics/1218035/philippines-inventory-management-small-medium-sized-enterprises/
    Explore at:
    Dataset updated
    Aug 8, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2020
    Area covered
    Philippines
    Description

    In a survey conducted in 2020 in the Philippines, small and medium-sized enterprises (SMEs) with efficient inventory management had ** percent of all their output delivered on time for their customers. By comparison, SMEs with inefficient inventory management had ** percent of all their output delivered on time for their customers. The companies that had good inventory management practices have delivered more of their output on time.

  8. z

    Simulated Inventory Management Database and Object-Centric Event Logs for...

    • zenodo.org
    bin, csv +2
    Updated May 26, 2025
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    Alessandro Berti; Alessandro Berti (2025). Simulated Inventory Management Database and Object-Centric Event Logs for Process Analysis [Dataset]. http://doi.org/10.5281/zenodo.15515788
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    xml, text/x-python, csv, binAvailable download formats
    Dataset updated
    May 26, 2025
    Dataset provided by
    Zenodo
    Authors
    Alessandro Berti; Alessandro Berti
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Abstract: This repository/dataset provides a suite of Python scripts to generate a simulated relational database for inventory management processes and transform this data into object-centric event logs (OCEL) suitable for advanced process mining analysis. The primary goal is to offer a synthetic yet realistic dataset that facilitates research, development, and application of object-centric process mining techniques in the domain of inventory control and supply chain management. The generated event logs capture common inventory operations, track stock level changes, and are enriched with key inventory management parameters (like EOQ, Safety Stock, Reorder Point) and status-based activity labels (e.g., indicating understock or overstock situations).

    Overview: Inventory management is a critical business process characterized by the interaction of various entities such as materials, purchase orders, sales orders, plants, suppliers, and customers. Traditional process mining often struggles to capture these complex interactions. Object-Centric Process Mining (OCPM) offers a more suitable paradigm. This project provides the tools to create and explore such data.

    The workflow involves:

    1. Database Simulation: Generating a SQLite database with tables for materials, sales orders, purchase orders, goods movements, stock levels, etc., populated with simulated data.
    2. Initial OCEL Generation: Extracting data from the SQLite database and structuring it as an object-centric event log (in CSV format). This log includes activities like "Create Purchase Order Item", "Goods Receipt", "Create Sales Order Item", "Goods Issue", and tracks running stock levels for materials.
    3. OCEL Post-processing and Enrichment:
      • Calculating standard inventory management metrics such as Economic Order Quantity (EOQ), Safety Stock (SS), and Reorder Point (ROP) for each material-plant combination based on the simulated historical data.
      • Merging these metrics into the event log.
      • Enhancing activity labels to include the current stock status (e.g., "Understock", "Overstock", "Normal") relative to calculated SS and Overstock (OS) levels (where OS = SS + EOQ).
      • Generating new, distinct events to explicitly mark the moments when stock statuses change (e.g., "START UNDERSTOCK", "ST CHANGE NORMAL to OVERSTOCK", "END NORMAL").
    4. Format Conversion: Converting the CSV-based OCELs into the standard OCEL XML/OCEL2 format using the pm4py library.

    Contents:

    The repository contains the following Python scripts:

    • 01_generate_simulation.py:

      • Creates a SQLite database named inventory_management.db.
      • Defines and populates tables including: Materials, SalesOrderDocuments, SalesOrderItems, PurchaseOrderDocuments, PurchaseOrderItems, PurchaseRequisitions, GoodsReceiptsAndIssues, MaterialStocks, MaterialDocuments, SalesDocumentFlows, and OrderSuggestions.
      • Simulates data for a configurable number of materials, customers, sales, purchases, etc., with randomized dates and quantities.
    • 02_database_to_ocel_csv.py:

      • Connects to the inventory_management.db.
      • Executes a SQL query to extract relevant events and their associated objects for inventory processes.
      • Constructs an initial object-centric event log, saved as ocel_inventory_management.csv.
      • Identified object types include: MAT (Material), PLA (Plant), PO_ITEM (Purchase Order Item), SO_ITEM (Sales Order Item), CUSTOMER, SUPPLIER.
      • Calculates "Stock Before" and "Stock After" for each event affecting material stock.
      • Standardizes column names to OCEL conventions (e.g., ocel:activity, ocel:timestamp, ocel:type:).
    • 03_ocel_csv_to_ocel.py:

      • Reads ocel_inventory_management.csv.
      • Uses pm4py to convert the CSV event log into the standard OCEL XML format (ocel_inventory_management.xml).
    • 04_postprocess_activities.py:

      • Reads data from inventory_management.db to calculate inventory parameters:
        • Annual Demand (Dm)
        • Average Daily Demand (dm)
        • Standard Deviation of Daily Demand (σm)
        • Average Lead Time (lm)
        • Economic Order Quantity (EOQ): (2⋅Dm⋅S)/H (where S is fixed order cost, H is holding cost)
        • Safety Stock (SS): z⋅σm⋅lm (where z is the z-score for the desired service level)
        • Reorder Point (ROP): (dm⋅lm)+SS
      • Merges these calculated parameters with ocel_inventory_management.csv.
      • Computes an Overstock level (OS) as SS+EOQ.
      • Derives a "Current Status" (Understock, Overstock, Normal) for each event based on "Stock After" relative to SS and OS.
      • Appends this status to the ocel:activity label (e.g., "Goods Issue (Understock)").
      • Generates new events for status changes (e.g., "START NORMAL", "ST CHANGE UNDERSTOCK to NORMAL", "END OVERSTOCK") with adjusted timestamps to precisely mark these transitions.
      • Creates a new object type MAT_PLA (Material-Plant combination) for easier status tracking.
      • Saves the enriched and transformed log as post_ocel_inventory_management.csv.
    • 05_ocel_csv_to_ocel.py:

      • Reads the post-processed post_ocel_inventory_management.csv.
      • Uses pm4py to convert this enriched CSV event log into the standard OCEL XML format (post_ocel_inventory_management.xml).

    Generated Dataset Files (if included, or can be generated using the scripts):

    • inventory_management.db: The SQLite database containing the simulated raw data.
    • ocel_inventory_management.csv: The initial OCEL in CSV format.
    • ocel_inventory_management.xml: The initial OCEL in standard OCEL XML format.
    • post_ocel_inventory_management.csv: The post-processed and enriched OCEL in CSV format.
    • post_ocel_inventory_management.xml: The post-processed and enriched OCEL in standard OCEL XML format.

    How to Use:

    1. Ensure you have Python installed along with the following libraries: sqlite3 (standard library), pandas, numpy, pm4py.
    2. Run the scripts sequentially in a terminal or command prompt:
      • python 01_generate_simulation.py (generates inventory_management.db)
      • python 02_database_to_ocel_csv.py (generates ocel_inventory_management.csv from the database)
      • python 03_ocel_csv_to_ocel.py (generates ocel_inventory_management.xml)
      • python 04_postprocess_activities.py (generates post_ocel_inventory_management.csv using the database and the initial CSV OCEL)
      • python 05_ocel_csv_to_ocel.py (generates post_ocel_inventory_management.xml)

    Potential Applications and Research: This dataset and the accompanying scripts can be used for:

    • Applying and evaluating object-centric process mining algorithms on inventory management data.
    • Analyzing inventory dynamics, such as the causes and effects of understocking or overstocking.
    • Discovering and conformance checking process models that involve multiple interacting objects (materials, orders, plants).
    • Investigating the impact of different inventory control parameters (EOQ, SS, ROP) on process execution.
    • Developing educational materials for teaching OCPM in a supply chain context.
    • Serving as a benchmark for new OCEL-based analysis techniques.

    Keywords: Object-Centric Event Log, OCEL, Process Mining, Inventory Management, Supply Chain, Simulation, Synthetic Data, SQLite, Python, pandas, pm4py, Economic Order Quantity (EOQ), Safety Stock (SS), Reorder Point (ROP), Stock Status Analysis.

  9. I

    Inventory Management Software Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated Jul 17, 2025
    + more versions
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    Data Insights Market (2025). Inventory Management Software Report [Dataset]. https://www.datainsightsmarket.com/reports/inventory-management-software-1955824
    Explore at:
    ppt, doc, pdfAvailable download formats
    Dataset updated
    Jul 17, 2025
    Dataset authored and provided by
    Data Insights Market
    License

    https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The global inventory management software market is experiencing robust growth, driven by the increasing need for efficient supply chain management and optimized inventory control across diverse industries. The market's expansion is fueled by several key factors, including the rising adoption of cloud-based solutions offering scalability and accessibility, the growing integration of IoT devices for real-time inventory tracking, and the increasing demand for advanced analytics to improve forecasting accuracy and reduce inventory holding costs. Businesses of all sizes, from small and medium-sized enterprises (SMEs) to large corporations, are recognizing the value proposition of streamlined inventory processes, leading to significant market penetration. The competitive landscape is characterized by a mix of established players and innovative startups, each offering unique features and functionalities to cater to specific industry needs. This dynamic environment fosters continuous innovation and improves the overall quality and capabilities of available solutions. Further market growth is anticipated due to the increasing adoption of e-commerce and omnichannel strategies, necessitating sophisticated inventory management to meet rapidly changing consumer demands. The ongoing trend towards automation and artificial intelligence (AI) is also contributing to the market's expansion, with many vendors incorporating AI-powered features to optimize stock levels, predict demand, and improve overall efficiency. While certain challenges, such as the high initial investment cost for advanced systems and the need for robust data integration across different platforms, may present some restraints, the overall market outlook remains positive, projecting continued growth and significant market expansion over the next decade. The market is segmented by deployment (cloud, on-premise), industry (retail, manufacturing, healthcare, etc.), and company size, offering diverse opportunities for market players to specialize and cater to specific niche requirements.

  10. Logistics Warehouse Dataset

    • kaggle.com
    Updated Jul 29, 2025
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    Ziya (2025). Logistics Warehouse Dataset [Dataset]. https://www.kaggle.com/datasets/ziya07/logistics-warehouse-dataset/suggestions
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Jul 29, 2025
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    Ziya
    License

    https://creativecommons.org/publicdomain/zero/1.0/https://creativecommons.org/publicdomain/zero/1.0/

    Description

    This dataset captures essential information for analyzing and managing warehouse inventory and logistics operations. It reflects real-world warehouse conditions across 3,204 records from the year 2024, including data on inventory levels, demand patterns, item storage locations, handling costs, and operational performance.

    It is intended to support tasks such as layout planning, inventory control, demand forecasting, and warehouse performance evaluation. By providing comprehensive metrics and performance indicators, this dataset enables data-driven decision-making for efficient warehouse management.

    🎯 Purpose This dataset is suitable for:

    Analyzing warehouse space and inventory usage

    Forecasting demand and restocking needs

    Monitoring stock availability and turnover

    Evaluating warehouse performance using key indicators

    Supporting logistics planning and inventory simulations

    🔑 Target Variable KPI_score (float, 0–1+): A composite performance score calculated from factors such as fulfillment rate, stockout frequency, layout efficiency, inventory turnover, and holding cost. This variable reflects the overall operational efficiency of each inventory item.

    🌟 Key Features Feature Description item_id Unique identifier for each inventory item category Item type or product category stock_level Current quantity of the item in stock reorder_point Threshold at which the item should be reordered reorder_frequency_days Typical interval (in days) between restocking lead_time_days Delivery time required after placing a reorder daily_demand Average daily demand for the item demand_std_dev Demand variability across recent periods item_popularity_score Normalized score representing historical demand storage_location_id Identifier for the item’s storage location zone Warehouse zone where the item is stored picking_time_seconds Time needed to retrieve the item from its location handling_cost_per_unit Cost associated with handling one unit of the item unit_price Selling price per unit of the item holding_cost_per_unit_day Daily storage cost per unit stockout_count_last_month Count of stockouts in the last 30 days order_fulfillment_rate Percentage of orders successfully fulfilled total_orders_last_month Total orders received for this item in a month turnover_ratio Sales-to-inventory ratio indicating stock movement layout_efficiency_score Efficiency of the storage layout for the item last_restock_date Date of the most recent inventory replenishment (in 2024) forecasted_demand_next_7d Estimated demand for the next 7 days KPI_score Performance score used as the target variable

  11. D

    Healthcare Inventory Management Systems Market Report | Global Forecast From...

    • dataintelo.com
    csv, pdf, pptx
    Updated Dec 3, 2024
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    Dataintelo (2024). Healthcare Inventory Management Systems Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/global-healthcare-inventory-management-systems-market
    Explore at:
    pptx, pdf, csvAvailable download formats
    Dataset updated
    Dec 3, 2024
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Healthcare Inventory Management Systems Market Outlook



    The global healthcare inventory management systems market size was valued at approximately $2.5 billion in 2023 and is projected to reach around $5.7 billion by 2032, exhibiting a compound annual growth rate (CAGR) of 9.5% over the forecast period. The rising demand for efficient inventory management solutions in healthcare facilities, spurred by the need to reduce operational costs and minimize wastage, is a key factor driving this market's growth. The integration of advanced technologies, such as AI and IoT, into inventory management systems has further bolstered market expansion by enhancing accuracy and facilitating real-time monitoring, which is crucial in healthcare settings where timely availability of supplies can impact patient outcomes significantly.



    One of the foremost growth factors contributing to the burgeoning healthcare inventory management systems market is the increasing pressure on healthcare facilities to optimize operational efficiency and reduce errors. Inventory mismanagement can lead to costs associated with stockouts, overstocking, and expiry of critical medical supplies. As healthcare systems globally grapple with rising patient loads and financial constraints, the adoption of sophisticated inventory management solutions becomes not just preferable but necessary. These systems offer predictive analytics and automation features that assist in maintaining optimal stock levels, which in turn, enhances the overall healthcare delivery by ensuring timely availability of necessary consumables and pharmaceuticals.



    Another pivotal driver of market growth is the regulatory landscape mandating stringent compliance with standards related to inventory management. Regulatory bodies across various regions have instituted rigorous guidelines that necessitate accurate record-keeping and tracking of medical supplies to ensure patient safety and quality care. This has led to an increased uptake of healthcare inventory management systems, which are equipped to meet such compliance requirements, thereby mitigating risks related to regulatory breaches. Furthermore, these systems facilitate easier auditing processes and provide healthcare facilities with detailed reporting capabilities, which are critical in maintaining compliance with national and international health regulations.



    The technological advancements in software solutions also play a crucial role in propelling the healthcare inventory management systems market. Software innovations, particularly those incorporating artificial intelligence and machine learning, allow for predictive inventory management and advanced analytics. This not only helps in managing the current inventory efficiently but also anticipates future needs based on historical data and usage patterns. Additionally, cloud-based solutions offer scalable options for healthcare providers of all sizes, ensuring that even smaller clinics and pharmacies can benefit from sophisticated inventory management tools without the burden of hefty upfront investments in IT infrastructure.



    Regionally, North America holds a dominant position in the healthcare inventory management systems market, attributed to its advanced healthcare infrastructure and high adoption rates of technology. The presence of leading market players and a robust regulatory framework further solidifies its leading market share. Meanwhile, the Asia Pacific region is expected to witness the fastest growth rate, driven by an expanding healthcare sector, increasing government initiatives to improve healthcare facilities, and rising awareness about the benefits of inventory management systems. As healthcare demands surge in emerging economies such as China and India, the need for efficient inventory solutions becomes more pronounced, thus fueling market growth in the region.



    Component Analysis



    The healthcare inventory management systems market is segmented by components into software, hardware, and services. The software segment dominates the market due to the critical role it plays in automating and optimizing inventory processes. Software solutions offer functionalities such as tracking, reporting, and forecasting, which are essential for managing inventory efficiently. These solutions often include features like barcode scanning, RFID tracking, and integration with electronic health records (EHR) systems, which enable seamless data flow and improved inventory visibility across healthcare facilities. The continual advancements in software, particularly with the incorporation of artificial intelligence and machine learning, further enhance the capabilities of these

  12. m

    Data for: Inventory Control with Flexible Demand: Cyclic Case with Multiple...

    • data.mendeley.com
    Updated Feb 27, 2019
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    Matthew Petering (2019). Data for: Inventory Control with Flexible Demand: Cyclic Case with Multiple Batch Supply and Demand Processes [Dataset]. http://doi.org/10.17632/9vtrjgz2kz.1
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    Dataset updated
    Feb 27, 2019
    Authors
    Matthew Petering
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Description

    Problem instances considered in Section 6 of the paper

  13. m

    An application example of production-inventory control problem

    • data.mendeley.com
    • narcis.nl
    Updated Oct 22, 2020
    + more versions
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    Young-bin Woo (2020). An application example of production-inventory control problem [Dataset]. http://doi.org/10.17632/cx555kswk3.2
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    Dataset updated
    Oct 22, 2020
    Authors
    Young-bin Woo
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    The applecation example problem concerns a supply chain network that supplies the final product to the market. There are five given suppliers, three potential locations for manufacturing facilities, five potential locations for distribution centers, and thirty given buyers. All infomation including the bill of materials, facility types, location of members, and all cost parameters is described in the data. A set of reasonable scales of parameters is generated by referring to the literature.

  14. I

    Global Inventory Management Software Market Strategic Recommendations...

    • statsndata.org
    excel, pdf
    Updated Sep 2025
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    Stats N Data (2025). Global Inventory Management Software Market Strategic Recommendations 2025-2032 [Dataset]. https://www.statsndata.org/report/inventory-management-software-market-172923
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    excel, pdfAvailable download formats
    Dataset updated
    Sep 2025
    Dataset authored and provided by
    Stats N Data
    License

    https://www.statsndata.org/how-to-orderhttps://www.statsndata.org/how-to-order

    Area covered
    Global
    Description

    The Inventory Management Software market has evolved significantly over the past decade, emerging as a critical solution for businesses aiming to optimize their supply chain operations and enhance overall efficiency. By providing real-time visibility into inventory levels, tracking stock movements, and automating re

  15. D

    Asset Tracking and Inventory Management Solutions Market Report | Global...

    • dataintelo.com
    csv, pdf, pptx
    Updated Jan 7, 2025
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    Dataintelo (2025). Asset Tracking and Inventory Management Solutions Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/asset-tracking-and-inventory-management-solutions-market-report
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    csv, pptx, pdfAvailable download formats
    Dataset updated
    Jan 7, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Asset Tracking and Inventory Management Solutions Market Outlook



    The global asset tracking and inventory management solutions market size was valued at approximately USD 16.5 billion in 2023 and is projected to reach around USD 42 billion by 2032, exhibiting a compound annual growth rate (CAGR) of about 10.5% during the forecast period. This growth is driven by increasing demand for real-time inventory monitoring, advancements in IoT technology, and the rising adoption of automation in various industry verticals.



    The surge in e-commerce activities globally has significantly contributed to the growth of the asset tracking and inventory management solutions market. With the proliferation of online retailing, there is a pressing need for efficient inventory management to ensure timely delivery and customer satisfaction. Technological advancements such as IoT, RFID, and AI are transforming traditional inventory management approaches, enabling real-time tracking and greater accuracy. As companies seek to minimize losses and enhance operational efficiency, the adoption of these advanced solutions is poised to expand rapidly.



    Another key growth factor is the increasing emphasis on regulatory compliance and quality control across different industries. In sectors such as healthcare and pharmaceuticals, stringent regulations necessitate precise tracking and management of assets and inventory to ensure product safety and integrity. This has driven organizations to adopt sophisticated tracking solutions that offer traceability and compliance reporting. Moreover, the manufacturing sector's drive towards lean operations and just-in-time inventory systems has further fueled the demand for advanced asset tracking technologies.



    The rise of cloud computing and SaaS (Software as a Service) models has also played a pivotal role in market expansion. Cloud-based asset tracking and inventory management solutions offer scalability, flexibility, and cost-efficiency, making them particularly attractive for small and medium enterprises (SMEs) with limited IT resources. The ability to access and manage inventory data from anywhere, coupled with lower upfront costs, has significantly driven the adoption of cloud solutions. As businesses increasingly recognize the benefits of cloud-based systems, the market is expected to witness robust growth.



    Computer Inventory Management Software Solutions are playing a crucial role in the transformation of inventory management practices. These solutions offer businesses the ability to efficiently manage their computer assets, ensuring optimal utilization and reducing unnecessary expenses. By providing real-time data on asset status and location, companies can make informed decisions regarding asset allocation and maintenance. Furthermore, the integration of these software solutions with existing enterprise systems enhances operational efficiency and streamlines processes. As businesses continue to embrace digital transformation, the demand for comprehensive computer inventory management solutions is expected to rise, driving innovation and growth in this sector.



    Regionally, North America has been a dominant player in the asset tracking and inventory management solutions market, driven by the presence of major technology companies and high adoption rates of advanced technologies. However, the Asia Pacific region is expected to witness the highest growth rate during the forecast period, fueled by rapid industrialization, increasing retail activities, and expanding e-commerce sector. Countries like China and India are investing heavily in digital infrastructure, further propelling market growth in the region.



    Component Analysis



    The hardware segment includes devices such as RFID tags, barcode scanners, GPS trackers, and sensors. These components are fundamental to the infrastructure of asset tracking and inventory management solutions, enabling the capture and transmission of real-time data. The hardware segment is expected to witness substantial growth due to the increasing deployment of IoT devices and the adoption of RFID technology, which offers enhanced accuracy and efficiency in tracking assets and inventories. Companies are investing in advanced hardware to improve their tracking capabilities and ensure seamless operations.



    Software solutions form the backbone of asset tracking and inventory management systems, providing the platforms and tools necessary for dat

  16. I

    Global Distribution Inventory Management Software Market Technological...

    • statsndata.org
    excel, pdf
    Updated Sep 2025
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    Stats N Data (2025). Global Distribution Inventory Management Software Market Technological Advancements 2025-2032 [Dataset]. https://www.statsndata.org/report/distribution-inventory-management-software-market-87896
    Explore at:
    excel, pdfAvailable download formats
    Dataset updated
    Sep 2025
    Dataset authored and provided by
    Stats N Data
    License

    https://www.statsndata.org/how-to-orderhttps://www.statsndata.org/how-to-order

    Area covered
    Global
    Description

    The Distribution Inventory Management Software market has emerged as a pivotal component in optimizing supply chain efficiency across various industries. This software aids businesses in managing stock levels, tracking inventory movements, and streamlining distribution processes. By providing real-time data and anal

  17. supply chain data set

    • kaggle.com
    Updated Aug 8, 2023
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    shiva iyer (2023). supply chain data set [Dataset]. https://www.kaggle.com/datasets/shivaiyer129/supply-chain-data-set
    Explore at:
    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Aug 8, 2023
    Dataset provided by
    Kagglehttp://kaggle.com/
    Authors
    shiva iyer
    License

    https://cdla.io/sharing-1-0/https://cdla.io/sharing-1-0/

    Description

    The dataset contains information related to supply chain operations, including orders, products, inventory, suppliers, logistics, and demand. It aims to optimize supply chain efficiency and improve performance through predictive analytics, inventory management, and logistics optimization.

  18. I

    Global Retail Inventory Management Software Market Investment Landscape...

    • statsndata.org
    excel, pdf
    Updated Sep 2025
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    Stats N Data (2025). Global Retail Inventory Management Software Market Investment Landscape 2025-2032 [Dataset]. https://www.statsndata.org/report/retail-inventory-management-software-market-8402
    Explore at:
    excel, pdfAvailable download formats
    Dataset updated
    Sep 2025
    Dataset authored and provided by
    Stats N Data
    License

    https://www.statsndata.org/how-to-orderhttps://www.statsndata.org/how-to-order

    Area covered
    Global
    Description

    The Retail Inventory Management Software market has become a critical component for businesses aiming to streamline operations in an increasingly competitive landscape. This software solution empowers retailers to efficiently track inventory levels, manage stock across multiple locations, and analyze sales trends, u

  19. D

    Inventory Management System Market Report | Global Forecast From 2025 To...

    • dataintelo.com
    csv, pdf, pptx
    Updated Sep 22, 2024
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    Dataintelo (2024). Inventory Management System Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/global-inventory-management-system-market
    Explore at:
    pdf, csv, pptxAvailable download formats
    Dataset updated
    Sep 22, 2024
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Inventory Management System Market Outlook



    The global inventory management system market size was valued at approximately USD 2.5 billion in 2023 and is projected to grow to USD 9.8 billion by 2032, exhibiting a compound annual growth rate (CAGR) of 16.3% during the forecast period. This impressive growth can be attributed to the increasing need for real-time inventory tracking, the adoption of advanced technologies such as AI and IoT, and the growing demand for efficient supply chain solutions among various industries.



    One of the primary growth factors driving the inventory management system market is the digital transformation across industries. Companies are increasingly seeking automation and digital solutions to streamline their operations and minimize human error. The integration of advanced technologies such as artificial intelligence (AI) and the Internet of Things (IoT) into inventory management systems is revolutionizing the way businesses monitor and control their inventory, thereby significantly improving accuracy and efficiency. Additionally, the rise of e-commerce has necessitated sophisticated inventory management solutions to handle complex supply chains and ensure timely delivery of products to consumers, further boosting market growth.



    Another crucial factor contributing to market growth is the increasing complexity of supply chains. Globalization has led to more intricate and geographically dispersed supply chains, requiring advanced inventory management systems to maintain optimal stock levels, reduce excess inventory, and prevent stockouts. The need for real-time visibility into inventory levels and the ability to make data-driven decisions are pushing companies to invest in state-of-the-art inventory management solutions. Furthermore, the COVID-19 pandemic has underscored the importance of robust supply chain management, as disruptions highlighted the need for better inventory controls and contingency planning.



    The growing trend of omnichannel retailing is also a significant driver for the inventory management system market. As retailers strive to provide seamless shopping experiences across multiple channels – including brick-and-mortar stores, online platforms, and mobile apps – the need for integrated inventory management systems has intensified. These systems help retailers maintain consistent inventory information across all channels, manage orders effectively, and enhance customer satisfaction by ensuring product availability. The increasing consumer preference for online shopping and the rise of direct-to-consumer (DTC) business models are further propelling the demand for advanced inventory management solutions.



    From a regional perspective, North America is expected to dominate the inventory management system market during the forecast period, owing to the presence of key market players, high adoption of advanced technologies, and the well-established e-commerce sector. However, the Asia Pacific region is projected to witness the highest growth rate, driven by rapid industrialization, increasing adoption of digital solutions by small and medium-sized enterprises (SMEs), and the booming e-commerce industry in countries such as China and India. Europe, Latin America, and the Middle East & Africa are also anticipated to experience substantial growth, supported by the ongoing digital transformation and the modernization of supply chain infrastructures.



    Component Analysis



    The inventory management system market is segmented by component into software, hardware, and services. The software segment is expected to hold the largest market share throughout the forecast period. This is due to the increasing adoption of cloud-based inventory management software, which offers several advantages such as scalability, cost-effectiveness, and real-time data access. Cloud-based software solutions allow businesses to manage their inventory efficiently without the need for significant upfront capital investment, leading to widespread adoption across various industries. Furthermore, advancements in software capabilities, including AI-driven analytics and predictive modeling, are enhancing the value proposition of inventory management software.



    The hardware segment, which includes barcode scanners, RFID tags, and IoT devices, is also projected to witness significant growth. The rise of smart warehouses and the integration of IoT technology into inventory management processes are driving the demand for advanced hardware solutions. These devices enable real-time tracking and monitoring of inventory, reducing human error and improving operational effici

  20. D

    Inventory Management Software in Retail Market Report | Global Forecast From...

    • dataintelo.com
    csv, pdf, pptx
    Updated Jan 7, 2025
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    Dataintelo (2025). Inventory Management Software in Retail Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/inventory-management-software-in-retail-market
    Explore at:
    pptx, pdf, csvAvailable download formats
    Dataset updated
    Jan 7, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Inventory Management Software in Retail Market Outlook



    The global inventory management software market in the retail sector was valued at approximately $2 billion in 2023 and is projected to reach around $4.5 billion by 2032, registering a compound annual growth rate (CAGR) of 9.5% over the forecast period. This remarkable growth in market size can be attributed to the increasing adoption of advanced technologies by retailers to enhance operational efficiency, reduce costs, and improve customer satisfaction. The integration of artificial intelligence and machine learning has significantly improved forecasting accuracy, allowing retailers to maintain optimal stock levels and reduce instances of overstocking and stockouts, which are critical growth factors driving the market.



    One of the primary growth factors is the rising demand for real-time inventory tracking solutions. As e-commerce continues to boom, the need for precise and efficient inventory management systems becomes ever more crucial. Retailers are moving towards these systems to keep up with the rapid pace of sales and to manage multiple sales channels efficiently. Real-time tracking helps retailers respond swiftly to dynamic market conditions, thereby enhancing customer satisfaction and loyalty. Additionally, the growing trend of omnichannel retailing is demanding more sophisticated inventory management software that can seamlessly integrate across various platforms, further propelling market growth.



    Another significant growth driver is the increasing focus on reducing operational costs. Inventory management software helps in minimizing carrying costs, labor costs, and shrinkage by providing accurate data analytics and insights. Retailers are increasingly recognizing the value of data-driven decision-making in inventory management. By leveraging advanced analytics, businesses can optimize their inventory turnover rates, identify slow-moving items, and manage supplier relationships more effectively. This data-centric approach not only reduces operational costs but also enhances the overall profitability of retail businesses, thereby driving the adoption of inventory management solutions.



    The advancement in mobile technology and the proliferation of smartphones have also contributed to the market's growth. Retailers are increasingly adopting mobile-based inventory management solutions that provide the flexibility to manage inventory on the go. This trend is particularly prevalent among small and medium enterprises (SMEs) that seek cost-effective solutions to manage their inventory without the need for extensive infrastructure. Mobile solutions also facilitate better communication and coordination among different departments, ensuring a smoother workflow, which is essential in a fast-paced retail environment.



    From a regional perspective, North America holds the largest share of the inventory management software market in the retail sector. This dominance is attributed to the region's advanced technological infrastructure, high adoption rates of cloud-based solutions, and the presence of major retail giants that continuously strive to optimize their supply chain operations. The Asia-Pacific region, however, is expected to witness the fastest growth during the forecast period, driven by the rapid expansion of the retail sector in emerging economies like China and India, coupled with increasing investments in technology adoption.



    Component Analysis



    The inventory management software market in retail can be segmented by components into software and services. The software segment is expected to dominate the market throughout the forecast period. With the increasing need for automation and efficiency in retail operations, more businesses are investing in comprehensive software solutions that offer real-time data processing, analytics, and seamless integration with existing systems. These software solutions are designed to handle complex inventory tasks, such as demand forecasting, replenishment planning, and order management, which are critical for maintaining competitive advantage in the retail sector.



    Manufacturing Inventory Software is playing a crucial role in transforming the retail inventory management landscape. This software provides retailers with advanced tools to manage their supply chains more effectively, ensuring that products are available when and where they are needed. By utilizing manufacturing inventory software, retailers can gain better visibility

Share
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Close
Cite
Mordor Intelligence (2025). Inventory Management Software Market Size & Trends Report | 2030 [Dataset]. https://www.mordorintelligence.com/industry-reports/inventory-management-software-market
Organization logo

Inventory Management Software Market Size & Trends Report | 2030

Explore at:
pdf,excel,csv,pptAvailable download formats
Dataset updated
Jun 29, 2025
Dataset authored and provided by
Mordor Intelligence
License

https://www.mordorintelligence.com/privacy-policyhttps://www.mordorintelligence.com/privacy-policy

Time period covered
2019 - 2030
Area covered
Global
Description

Inventory Management Software Market is Segmented by by Deployment (On-Premise and Cloud), End-User Enterprise Size (Large Enterprises and Small and Medium Enterprises (SME)), Application (Order Management, Inventory Control and Tracking, and More), End-Use Industry (Manufacturing, Retail and E-Commerce, and More), and by Geography. The Market Forecasts are Provided in Terms of Value (USD).

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