Global Lighthouse Network 2026
Page 55 of 56 · WEF_Global_Lighthouse_Network_2026.pdf
A. Shi. (2025). The 2025 AI Index Report. Stanford Institute for Human-Centered Artificial Intelligence. https://hai.stanford.
edu/ai-index/2025-ai-index-report.
29. T. Kwa. (2025). How Does Time Horizon Vary Across Domains? METR. https://metr.org/blog/2025-07-14-how-does-
time-horizon-vary-across-domains.
30. K. Allgood and S. Ellspermann. (2025). Indiana’s scalable model for closing the manufacturing talent gap.
World Economic Forum. https://www.weforum.org/stories/2025/04/indiana-college-manufacturing-talent-skills-gap/.
31. D. Dwivedi. (2025). The Low-Code And No-Code Revolution: A Paradigm Shift In Infrastructure Management. Forbes
Technology Council. https://www.forbes.com/councils/forbestechcouncil/2025/04/29/the-low-code-and-no-code-
revolution-a-paradigm-shift-in-infrastructure-management.
32. World Economic Forum. (2025). Global Lighthouse Network: The Mindset Shifts Driving Impact and Scale in Digital
Transformation. https://www.weforum.org/publications/global-lighthouse-network-the-mindset-shifts-driving-impact-and-
scale-in-digital-transformation.
33. Based on 2025 Global Lighthouse Network site visit.
34. E. Erdil. (2025). Inference economics of language models. Epoch AI. https://epoch.ai/blog/inference-economics-of-
language-models.
35. Based on 2025 Global Lighthouse Network site visit.
36. A. Saeed, A. Kelkar, C. Jansen, J. Tilley, M. Patel, M. Chui, J. Poblocki, M. Webster, S. Vaish and S. Nepal. (2025).
Will embodied AI create robotic coworkers? McKinsey & Company. https://www.mckinsey.com/industries/industrials-
and-electronics/our-insights/will-embodied-ai-create-robotic-coworkers.
37. Based on 2025 Global Lighthouse Network site visit.
38. H. Al Saleh. (2025). Leveraging digital tools in the age of supply chain disruption. World Economic Forum.
https://www.weforum.org/stories/2025/01/supply-chain-disruption-digital-winners-losers/ .
39. Global Lighthouse Network analysis, 2025 cohort.
40. Based on 2025 Global Lighthouse Network site visit.
41. Based on 2025 Global Lighthouse Network site visit.
42. R. Assi, M. D. M. Márquez, D. Pacthod, T. Poppensieker and S. Smit.. (2023). McKinsey & Company. McKinsey on Risk
& Resilience, Number 14, May 2023. https://www.mckinsey.com/capabilities/risk-and-resilience/our-insights/mckinsey-
on-risk/mckinsey-on-risk-number-14.
43. Based on 2025 Global Lighthouse Network site visit.
44. Based on 2025 Global Lighthouse Network analysis of two application waves. (September and December 2025).
45. A. Sukharevsky, D. Kerr, K. Hjartar, L. Hamalainen, S. Bout, V. di Leo and G. Dagorret. (2025). Seizing the agentic
AI advantage: A CEO playbook to solve the gen AI paradox and unlock scalable impact with AI agents . McKinsey &
Company. https://www.mckinsey.com/capabilities/quantumblack/our-insights/seizing-the-agentic-ai-advantage.
46. A. Sukharevsky, D. Kerr, K. Hjartar, L. Hamalainen, S. Bout, V. di Leo and G. Dagorret. (2025). Seizing the agentic
AI advantage: A CEO playbook to solve the gen AI paradox and unlock scalable impact with AI agents . McKinsey &
Company. https://www.mckinsey.com/capabilities/quantumblack/our-insights/seizing-the-agentic-ai-advantage.
47. World Economic Forum. (2025). Global Lighthouse Network: The Mindset Shifts Driving Impact and Scale in Digital
Transformation. https://www.weforum.org/publications/global-lighthouse-network-the-mindset-shifts-driving-impact-and-
scale-in-digital-transformation.
48. Based on 2025 Global Lighthouse Network site visit.
49. Based on 2025 Global Lighthouse Network site visit.
50. Based on 2025 Global Lighthouse Network site visit.
51. Based on 2025 Global Lighthouse Network site visit.
52. Based on 2025 Global Lighthouse Network site visit.
53. “Best-of-breed” means choosing the individual tools or systems that are considered best in class for a specific function (e.g.
customer relations, analytics, manufacturing execution system etc.). “Full stack” means using a fully integrated suite of tools
from one vendor (or from only a few), even if each individual tool might not be the most optional one if considered in isolation.
54. Global Lighthouse Network analysis, 2025 cohort.
55. Based on 2025 Global Lighthouse Network site visit.
56. World Economic Forum. (2025). Global Lighthouse Network: The Mindset Shifts Driving Impact and Scale in Digital
Transformation. https://www.weforum.org/publications/global-lighthouse-network-the-mindset-shifts-driving-impact-and-
scale-in-digital-transformation.
57. E. Lamarre, K. Smaje and R. W. Zemmel. (2023). The McKinsey guide to outcompeting in the age of digital and AI.
McKinsey& Company. https://www.mckinsey.com/featured-insights/mckinsey-on-books/rewired.
58. Based on 2025 Global Lighthouse Network site visit.
59. Based on 2025 Global Lighthouse Network site visit.
60. Based on 2025 Global Lighthouse Network site visit.
Global Lighthouse Network: Rewiring Operations for Resilience and Impact at Scale
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