Applied Research
Explore our cutting-edge studies, white papers, and frameworks
shaping the future of digital supply chains.
Applied Research
Operationalize AI in Supply Chain
March , 2026
AI is transforming supply chains but most organizations struggle to move beyond pilots and buzzwords. This practical guide from the Digital Supply Chain Institute (DSCI) and APQC cuts through the noise to show supply chain leaders how to turn AI ambition into measurable business impact. Drawing from the interviews with AI experts and senior supply…
Read more
AI Vendor Selection Criteria Checklist
March , 2026
Selecting the right AI vendor is one of the most critical decisions organizations make when investing in artificial intelligence. With hundreds of vendors claiming advanced capabilities, it can be difficult to determine which solutions truly align with your business needs, security requirements, and long-term strategy. The AI Vendor Selection Checklist helps organizations systematically evaluate potential…
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Supply Chains Must Adjust Now to New Global Factors to Gain Competitive Advantage
March , 2026
Global supply chains are confronting a period of ongoing instability. Constant disruptions, driven by sudden geopolitical shifts, increasing protectionism, and rapid technological advances, have redefined the operating landscape. This turbulence forces supply chain leaders to rethink their strategies, adopt new operating models, mitigate risks, strengthen resilience, and keep pace with evolving customer expectations. While it…
Read more
Advancing the Enterprise in Volatile Times: Supply Chain as a Source of Reason
March , 2026
In periods of global uncertainty such as tariff escalation, geopolitical tension, and macroeconomic adjustments, many organizations freeze. The best do not. They move thoughtfully, deliberately, and strategically understanding that every decision must drive measurable business impact. Competitive advantage does not come from avoiding disruption; it comes from seeing the opportunities to manage it better than…
Read more
TrailblazeHers Research Study
February , 2026
The Digital Supply Chain Institute conducted research to better understand how TrailblazeHers alumnae anticipate their roles and industries to evolve in the coming years. The research examines how emerging technologies, including AI and machine learning, are reshaping the skills needed for success. By capturing participant insights, the initiative highlights key trends, challenges and opportunities to…
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Building Constellations of Value
May , 2025
Reimagine your supply chain as a vibrant, collaborative ecosystem with the “Building the Constellations of Value” Playbook. This transformative guide is designed to help organizations overcome traditional challenges and unlock unparalleled opportunities for growth, innovation, and resilience. The playbook introduces the Constellation of Value (CoV) framework, empowering companies to foster collaboration among suppliers, logistics providers, technology partners, and…
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2024 DSCI New Customer Survey Report
May , 2025
The Digital Supply Chain Institute (DSCI) conducted extensive research in 2024 to understand evolving customer expectations and their impact on global supply chains. With insights gathered from 1,643 respondents, this comprehensive survey highlights the critical role of sustainability, AI adoption, and supply chain transparency in shaping purchasing decisions. By analyzing trends and consumer priorities, DSCI provides actionable…
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The 2024 State of ESG in Supply Chain Management Survey Report
February , 2024
From December 2023 to January 2024, the Digital Supply Chain Institute (DSCI) and APQC jointly conducted a survey to gather insights from supply chain leaders on the role of Environmental, Social, and Governance (ESG) factors in managing their supply chains and relationships with suppliers. The purpose of this research is to understand the current state…
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Enterprise Blockchain & Tokenomics in E-Mobility
June , 2025
The Adaption of Enterprise Blockchain Solutions and Tokenomics in Managing Electric Mobility Systems Traditional electric mobility ecosystems face key challenges: fragmented infrastructure, lack of real-time data exchange, limited grid coordination, and weak incentive structures for sustainable energy usage. The paper demonstrates how blockchain platforms enable secure, real-time transactions and decentralized identity management among diverse…
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Member Resource
June , 2025
Enterprise Blockchain & Tokenomics in E-Mobility
The Adaption of Enterprise Blockchain Solutions and Tokenomics in Managing Electric Mobility Systems Traditional electric mobility ecosystems face key challenges: fragmented infrastructure, lack of real-time data exchange, limited grid coordination, and weak incentive structures for sustainable energy usage. The paper demonstrates how blockchain platforms enable secure, real-time transactions and decentralized identity management among diverse…
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Partner Resource
March , 2026
Operationalize AI in Supply Chain
AI is transforming supply chains but most organizations struggle to move beyond pilots and buzzwords. This practical guide from the Digital Supply Chain Institute (DSCI) and APQC cuts through the noise to show supply chain leaders how to turn AI ambition into measurable business impact. Drawing from the interviews with AI experts and senior supply…
Read more
March , 2026
AI Vendor Selection Criteria Checklist
Selecting the right AI vendor is one of the most critical decisions organizations make when investing in artificial intelligence. With hundreds of vendors claiming advanced capabilities, it can be difficult to determine which solutions truly align with your business needs, security requirements, and long-term strategy. The AI Vendor Selection Checklist helps organizations systematically evaluate potential…
Read more
Survey Report
February , 2026
TrailblazeHers Research Study
The Digital Supply Chain Institute conducted research to better understand how TrailblazeHers alumnae anticipate their roles and industries to evolve in the coming years. The research examines how emerging technologies, including AI and machine learning, are reshaping the skills needed for success. By capturing participant insights, the initiative highlights key trends, challenges and opportunities to…
Read more
May , 2025
2024 DSCI New Customer Survey Report
The Digital Supply Chain Institute (DSCI) conducted extensive research in 2024 to understand evolving customer expectations and their impact on global supply chains. With insights gathered from 1,643 respondents, this comprehensive survey highlights the critical role of sustainability, AI adoption, and supply chain transparency in shaping purchasing decisions. By analyzing trends and consumer priorities, DSCI provides actionable…
Read more
February , 2024
The 2024 State of ESG in Supply Chain Management Survey Report
From December 2023 to January 2024, the Digital Supply Chain Institute (DSCI) and APQC jointly conducted a survey to gather insights from supply chain leaders on the role of Environmental, Social, and Governance (ESG) factors in managing their supply chains and relationships with suppliers. The purpose of this research is to understand the current state…
Read more
May , 2025
2023 DSCI New Customer Survey Report
Dive into the transformative landscape of customer behavior with our latest research, the “2023 DSCI New Customer Survey”. As the digital age progresses, it’s crucial to grasp the evolving preferences, values, and priorities of customers. Our comprehensive survey offers a deep understanding of what today’s customers genuinely desire, from heightened supply chain awareness to the…
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White Paper
March , 2026
Operationalize AI in Supply Chain
AI is transforming supply chains but most organizations struggle to move beyond pilots and buzzwords. This practical guide from the Digital Supply Chain Institute (DSCI) and APQC cuts through the noise to show supply chain leaders how to turn AI ambition into measurable business impact. Drawing from the interviews with AI experts and senior supply…
Read more
March , 2026
AI Vendor Selection Criteria Checklist
Selecting the right AI vendor is one of the most critical decisions organizations make when investing in artificial intelligence. With hundreds of vendors claiming advanced capabilities, it can be difficult to determine which solutions truly align with your business needs, security requirements, and long-term strategy. The AI Vendor Selection Checklist helps organizations systematically evaluate potential…
Read more
March , 2026
Supply Chains Must Adjust Now to New Global Factors to Gain Competitive Advantage
Global supply chains are confronting a period of ongoing instability. Constant disruptions, driven by sudden geopolitical shifts, increasing protectionism, and rapid technological advances, have redefined the operating landscape. This turbulence forces supply chain leaders to rethink their strategies, adopt new operating models, mitigate risks, strengthen resilience, and keep pace with evolving customer expectations. While it…
Read more
March , 2026
Advancing the Enterprise in Volatile Times: Supply Chain as a Source of Reason
In periods of global uncertainty such as tariff escalation, geopolitical tension, and macroeconomic adjustments, many organizations freeze. The best do not. They move thoughtfully, deliberately, and strategically understanding that every decision must drive measurable business impact. Competitive advantage does not come from avoiding disruption; it comes from seeing the opportunities to manage it better than…
Read more
May , 2025
Building Constellations of Value
Reimagine your supply chain as a vibrant, collaborative ecosystem with the “Building the Constellations of Value” Playbook. This transformative guide is designed to help organizations overcome traditional challenges and unlock unparalleled opportunities for growth, innovation, and resilience. The playbook introduces the Constellation of Value (CoV) framework, empowering companies to foster collaboration among suppliers, logistics providers, technology partners, and…
Read more
May , 2025
Advancing Global Trade Through Open-Source e-Bill of Lading
The bill of lading (B/L) is essential for global trade, but traditional paper-based B/Ls have significant drawbacks, including inefficiencies, delays, errors, and increased fraud risks. The Digital Container Shipping Association (DCSA) aims to shift to 50% digital issuance of B/Ls by 2028 and fully adopt electronic B/Ls (eBL) by 2030. However, this transition faces resistance,…
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May , 2025
Digital Supply Chain Performance Metrics
It is clear that the Digital Supply Chain (DSC) has an expanded vision, one that creates success not just through minimizing cost but also through pleasing customers and growing revenue. The journey to the game changing DSC has many steps including new ways to manage Demand, People, Technology and Risk. Without the right metrics necessary,…
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May , 2025
Driving Demand in the Digital Supply Chain
The Digital Supply Chain Institute (DSCI) of The Center for Global Enterprise is excited to release “Driving Demand in the Digital Supply Chain: Algorithms and the Untapped Power of Applying Real-Time Big Data and AI/ML.” After extensive research and consultation with our DSCI members, the Global Expert Group, industry leaders, practitioners, and academics, we developed this white paper to help…
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May , 2025
Blockchain and GDPR
Blockchain and Distributed Ledger Technologies (DLT) have emerged as an effective enterprise transformation tool. They provide capabilities beyond traditional databases to share data and manage workflow throughout an enterprise and across its ecosystem of customers, partners and suppliers in a trusted manner without central control. As with many exciting new technologies, the hype surrounding Blockchain…
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