This dataset provides supply chain health commodity shipment and pricing data. Specifically, the data set identifies Antiretroviral (ARV) and HIV lab shipments to supported countries. In addition, the data set provides the commodity pricing and associated supply chain expenses necessary to move the commodities to countries for use. The dataset has similar fields to the Global Fund's Price, Quality and Reporting (PQR) data. PEPFAR and the Global Fund represent the two largest procurers of HIV health commodities. This dataset, when analyzed in conjunction with the PQR data, provides a more complete picture of global spending on specific health commodities. The data are particularly valuable for understanding ranges and trends in pricing as well as volumes delivered by country. The US Government believes this data will help stakeholders make better, data-driven decisions. Care should be taken to consider contextual factors when using the database. Conclusions related to costs associated with moving specific line items or products to specific countries and lead times by product/country will not be accurate.

Supply Chain Management Market Outlook

According to our latest research, the global supply chain management market size reached $28.7 billion in 2024, demonstrating robust momentum driven by digital transformation and increasing complexity in global trade. The market is projected to grow at a CAGR of 11.6% from 2025 to 2033, reaching a forecasted value of $77.2 billion by 2033. This growth is primarily fueled by the rapid adoption of advanced technologies, such as artificial intelligence, blockchain, and IoT, which are revolutionizing supply chain operations and enhancing transparency, efficiency, and resilience across multiple industries.

A primary growth factor for the supply chain management market is the accelerating pace of globalization, which has significantly increased the complexity of supply chains. Businesses are now required to manage vast networks of suppliers, manufacturers, distributors, and retailers across multiple geographies. This complexity necessitates robust supply chain management solutions that can provide real-time visibility, optimize logistics, and ensure seamless coordination among all stakeholders. The ongoing shift towards e-commerce and omnichannel retailing has further intensified the need for agile and responsive supply chain systems, driving organizations to invest heavily in advanced software and automation tools to maintain competitive advantage and meet evolving customer expectations.

Another significant driver is the increasing emphasis on risk management and supply chain resilience in the wake of global disruptions, such as the COVID-19 pandemic, geopolitical tensions, and natural disasters. Organizations have recognized the critical importance of having resilient and flexible supply chains that can quickly adapt to unforeseen events. This has led to a surge in demand for supply chain management solutions equipped with predictive analytics, scenario planning, and end-to-end visibility features. The ability to proactively identify risks, assess their impact, and implement mitigation strategies has become a top priority for companies across all sectors, fueling the growth of the supply chain management market.

Furthermore, the integration of emerging technologies, such as artificial intelligence, machine learning, and blockchain, is transforming traditional supply chain processes. These technologies enable automation of routine tasks, enhance decision-making through data-driven insights, and improve traceability and transparency across the supply chain. For instance, AI-powered demand forecasting and inventory optimization tools are helping businesses minimize stockouts and reduce excess inventory, while blockchain technology is facilitating secure and transparent transactions. The continuous innovation in supply chain management software and hardware is expected to drive market expansion over the forecast period.

From a regional perspective, North America currently dominates the supply chain management market, accounting for the largest share in 2024, followed by Europe and Asia Pacific. The strong presence of leading technology providers, early adoption of digital solutions, and high concentration of large enterprises in these regions contribute to their market leadership. However, Asia Pacific is anticipated to witness the fastest growth during the forecast period, driven by rapid industrialization, expanding manufacturing sectors, and increasing investments in digital infrastructure. The region's growing focus on supply chain optimization, particularly in China and India, is expected to create significant opportunities for market players in the coming years.

Data Integration for Supply Chain Execution plays a pivotal role in the seamless operation of modern supply chains. As businesses strive to enhance efficiency and responsiveness, integrating data from various sources becomes crucial. This integration allows for real-time visibility and coordination across different supply chain functions, from procurement and manufacturing to logistics and distribution. By leveraging advanced data integration techniques, organizations can break down silos, streamline processes, and ensure that all stakeholders have access to accurate and timely information. This not only improves decision-making but also enhances the overall agility and resilience of the s

The report covers Global Supply Chain Big Data Analytics Market Size and it is segmented by Type (Solution, Service), End User (Retail, Manufacturing, Transportation and Logistics, Healthcare, Other End Users), and Geography (North America, Europe, Asia Pacific, Latin America, and Middle East and Africa). The market size and forecasts are provided in terms of value (USD) for all the above segments.

The supply chain management market size is projected to grow from USD 31.27 billion in 2024 to USD 94.71 billion by 2035, representing a CAGR of 10.60%, during the forecast period till 2035.

A 2018 survey found that the biggest challenge for global supply chain executives was visibility, with 21.8 percent of respondents selecting this response. Fluctuating customer demand was second, with 19.7 percent, while data management was lowest with 1.3 percent. Visibility The nature of the challenges generated by visibility differs depending on whether a company is a producer or a supplier of goods. Producers were most concerned with having oversight on how materials were provisioned to their production facilities, while suppliers were concerned with visibility over the quality and availability of the products they intend to sell. Both producers and suppliers though were concerned with being able to trace the flow of materials and/or goods through their supply chain process. Supply chain management Given the concerns producers and suppliers have over visibility, supply chain management (SCM) software has been a growing industry over the last decade. One sub-segment of this industry expected to see very strong growth is supply chain analytics, whereby the data captured in a SCM system is used in more sophisticated ways (for example, to identifying the main causes and predict the risk of supply chain disruptions). A 2016 survey found that advanced analytics was the technology manufacturing executives expected to impact their supply chain the most, while some analysts expect the size of the supply chain analytic market to almost double between 2018 and 2023.

The historical sales dataset for this research is obtained from a Bangladeshi retailer. The dataset covers a period of 1826 days and includes daily sales data for a particular product from 01 January 2013 to 31 December 2017. The raw sales data has 2 columns: the first column contains timestamps, while the remaining column reflects the quantity sold.

In 2023, the Supply Chain Management Market reached a value of USD 29.3 billion, and it is projected to surge to USD 58.7 billion by 2030.

The global cloud supply chain management market is projected to register a CAGR of 11.1 % by 2034, to reach USD 16.02 Billion in 2034 from USD 6.93 Billion in 2020

The asset contains commodity shipment data describing all anti-retroviral and rapid test kit shipments into PEPFAR countries. Included are SCMS’ transactions, not all purchases made under PEPFAR. The data are not intended to determine lead times or total landed cost because a single order may have different freight costs, points of origin, or delivery dates (e.g., emergency orders). Not all orders include cost of freight and/or insurance. None of the data include costs of customs clearance, security, or in-country distribution costs. See more information in the “Data Dictionary”.

The supply chain analytics market is likely to record a strong CAGR of 15.1% during the forecast period. As of 2024, the market is valued at USD 7.8 billion. It is slated to surpass USD 31.7 billion by the end of 2034.

The Supply Chain Analytics Market size is expected to reach a valuation of USD 43.0 billion in 2033 growing at a CAGR of 18.00%. The Supply Chain Analytics Market research report classifies Market by share, trend, demand, forecast and based on segmentation.

The Global IoT for Supply Chain Management Market Size Was Worth USD 21.38 Billion in 2023 and Is Expected To Reach USD 57.6 Billion by 2032, CAGR of 13%.

Data Set Bibliometric Green Supply Chain

The global supply chain analytics market size surpassed USD 9.62 billion in 2025 and is projected to grow at a CAGR of over 16.5%, reaching USD 44.3 billion revenue by 2035, attributed to AI and predictive analytics for demand forecasting.

This dataset provides an in-depth view of any specific company’s truck-based supply chain and its relationships with other facilities and companies within the continental US. We map US facilities (including factories, warehouses, and retail outlets) to companies. With this dataset, it is possible to track the movement of trucks and devices between locations to identify supply chain connections. Machine learning algorithms ingest 7-15bn daily events to estimate the volume of goods transported between locations. Consequently, we can map supply chain connections between: •Different companies (expressed as a percentage of volume transported). •Locations owned by the same company (e.g. warehouse to shop). With this novel geolocation approach, it is possible to "draw" a knowledge graph of any private or public company´s relations with other companies within the country. This solution, in the form of a dataset, provides an in-depth view into any specific company’s truck-based supply chain and its relationships with other facilities and companies within the continental United States. Use cases: - Identification and understanding of relations company-to-company: It helps to identify and infer relationships and connections between specific companies or facilities and between sectors/industries. - Identification and understanding of relations place-to-place: A logistics and domestic distribution supply chain can be mapped, both nationwide and state-wide in the US, and across countries in Europe. - Visualization and mapping of an entire supply chain network. - Tracking of products in any distribution or supply chain. - Risk assessment - Correlation analysis. - Disruption analysis. - Analysis of illicit networks and tracking of illegal use of corporate assets. - Improvement of casualty risk management. - Optimization of supply chain risk management. - Security and compliance. - Identification of not only the first tier of suppliers in the value chain, but also 2nd and 3rd tier suppliers, and more. Current largest use case: global corporation using it to model risk at a facility level (+100,000 locations).

Snapshot img

Food Supply Chain Market Size 2024-2028

The food supply chain market size is forecast to increase by USD 59.51 billion at a CAGR of 7.86% between 2023 and 2028.

The market is experiencing significant growth, driven by several key trends and challenges. One of the major trends transforming the industry is the integration of blockchain technology into food supply chain management. This innovation enhances transparency, traceability, and security, enabling consumers to access detailed information about the origin and journey of their food. Another significant trend is the increasing number of mergers and acquisitions among market participants, which is intensifying competition and leading to the formation of larger, more efficient supply chains. However, data security and cyber threats remain critical challenges for market players, necessitating strong security measures to safeguard sensitive information and protect against potential breaches. These factors, among others, are shaping the future of the market.

What will be the Size of the Food Supply Chain Market During the Forecast Period?

Request Free Sample

The market encompasses the production, transportation, warehousing, and distribution of a diverse range of food products, including fresh fruits, vegetables, meats, dairy, and processed foods. This market is characterized by its intricate nature, involving temperature-controlled logistics, cold chain management, and adherence to stringent safety regulations. E-commerce platforms have significantly disrupted traditional food trade channels, necessitating advanced technologies such as artificial intelligence, the Internet of Things, and blockchain technologies to ensure efficient and secure food supply.



Agriculture remains a critical upstream component, while downstream activities include transportation, warehousing, and warehouse management systems utilizing positioning systems and radio frequency identification for real-time tracking and inventory management. Consumer preferences for healthier, safer food options continue to shape market dynamics, driving innovation and investment In the sector.

How is this Food Supply Chain Industry segmented and which is the largest segment?

The industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2024-2028, as well as historical data from 2018-2022 for the following segments.

Product Type

  Packaged food
  Fresh food


End-user

  Households
  Commercial
  Industrial


Geography

  APAC

    China
    India
    Japan
    South Korea


  North America

    Canada
    US


  Europe

    Germany
    UK
    France
    Italy


  South America



  Middle East and Africa

By Product Type Insights

The packaged food segment is estimated to witness significant growth during the forecast period.

The food supply chain encompasses various sectors, including fresh and perishable foods, food trade, temperature-controlled logistics, e-commerce platforms, and sustainability. Perishable foods, such as meats, dairy, fruits, and vegetables, require specialized handling and cold chain management to ensure safety and quality. E-commerce platforms and consumer preferences for convenience have led to increased demand for customized logistics solutions and multi-modal transportation. Temperature-controlled logistics and cold chain capabilities are crucial for maintaining food safety regulations and product integrity. Advancements in technology, such as artificial intelligence, the Internet of Things, blockchain technologies, and precision farming, are revolutionizing the food supply chain. These technologies enable better inventory management, traceability, and transparency, enhancing consumer trust and product provenance.

Sustainability and economic growth are essential considerations, with a focus on reducing food waste and loss throughout the supply chain. The food supply chain is complex, involving agriculture, food processing, transportation, warehousing, and food retailers. Standards and regulations, including health and safety, positioning systems, radio frequency identification, and warehouse management systems, play a critical role in ensuring food safety and quality. Funding and investment in food supply chain innovation are essential to addressing the challenges of meeting consumer demands while maintaining efficiency, safety, and sustainability.

Get a glance at the Food Supply Chain Industry report of share of various segments Request Free Sample

The packaged food segment was valued at USD 54.22 billion in 2018 and showed a gradual increase during the forecast period.

Regional Analysis

APAC is estimated to contribute 47% to the growth of the global market during the forecast period.

Technavio's analysts have elaborately explained the regional trends and drivers that sha

In a 2021 survey, over **** of surveyed supply chain professionals stated that they found supply chain disruptions and shortages extremely or very challenging. During the survey, demand-side challenges, such as faster response time were cited among the most difficult hurdles supply chain companies face.

The dataset contains contact and description information for local supply chain organizations, offshore wind developers, and original equipment manufacturers that provide goods and services to support New York State’s offshore wind industry. To request placement in this database, or to update your company’s information, please visit NYSERDA’s Supply Chain Database webpage at https://www.nyserda.ny.gov/All-Programs/Offshore-Wind/Focus-Areas/Supply-Chain-Economic-Development/Supply-Chain-Database to submit a request form. How does your organization use this dataset? What other NYSERDA or energy-related datasets would you like to see on Open NY? Let us know by emailing OpenNY@nyserda.ny.gov. The New York State Energy Research and Development Authority (NYSERDA) offers objective information and analysis, innovative programs, technical expertise, and support to help New Yorkers increase energy efficiency, save money, use renewable energy, and reduce reliance on fossil fuels. To learn more about NYSERDA’s programs, visit https://nyserda.ny.gov or follow us on Twitter, Facebook, YouTube, or Instagram.

The global supply chain analytics market value reached approximately USD 7.61 Billion in 2024. The market is estimated to grow at a CAGR of 16.90% between 2025 and 2034, reaching a value of around USD 36.27 Billion by 2034.