https://hbr.org/2022/10/dont-abandon-your-just-in-time-supply-chain-revamp-it. 56. World Economic Forum. (2024). The Cost of Inaction: A CEO Guide to Navigating Climate Risk. https://www.weforum.org/ publications/the-cost-of-inaction-a-ceo-guide-to-navigating-climate-risk/ 57. Healthcare Distribution Alliance. (2023). Healthcare Supply Chain Resilience and Data Illumination. https://www.hda.org/ getmedia/38b4ad3e-1164-4ef5-9516-963f7dbfb048/HDA-Data-Illumination-Report.pdf. 58. Sources: –Supply Chain Digital. (2020). Case study: CEVA Logistics’ supply chain moving 90% faster with IBM. https://supplychaindigital.com/digital-supply-chain/case-study-ceva-logistics-supply-chain-moving-90-faster-ibm. –Siemens Senseye Predictive Maintenance. (2023). Aluminium manufacturer: 20% reduction in unplanned downtime. https:// assets.new.siemens.com/siemens/assets/api/uuid:f92396c6-8b8a-4d42-b531-036b91e3cd04/Aluminium_original.pdf. –Floodbreak. (2013). Cummins Adds Passive Floodgates at Engine Plant & Technical Center. https://floodbreak.com/ projects/cummins-adds-passive-floodgates-at-engine-plant-technical-ceter/ . 59. Sources: –World Bank. (2023). Industry, value added (% of GDP) Germany. https://data.worldbank.org/indicator/NV.IND.TOTL. ZS?locations=DE. –Plattform Industrie 4.0. (2023). White Paper on Manufacturing-X. https://www.plattform-i40.de/IP/Redaktion/EN/ Downloads/Publikation/Manufacturing-X_long.pdf?__blob=publicationFile&v=1 . –World Bank. (2023). Exports of goods and services (% of GDP) – Germany. https://data.worldbank.org/indicator/ NE.EXP .GNFS.ZS?locations=DE. 60. Moore, James. (2006). Business ecosystems and the view of the firm. The Antitrust Bulletin, 51(1). https://www. researchgate.net/publication/265217727_Business_ecosystems_and_the_view_of_the_firm. 61. World Economic Forum. (2025). Catalysing Business Engagement in Early Warning Systems. https://www.weforum.org/ publications/catalysing-business-engagement-in-early-warning-systems. 62. Maher, Hamid & Abouzied, Adham. (2024). Unlocking the Power of AI and Technology with Open Collaboration. Boston Consulting Group: https://www.bcg.com/capabilities/social-impact/call-to-collective-action/expert-insights/unlocking- power-of-ai-and-technology-open-collaboration. 63. BCG. (2024). BCG Announces Collaborations with NASA and USRA to Launch a Generative Artificial Intelligence Lab for Science and Engineering. https://www.bcg.com/press/18april2024-generative-artificial-intelligence-lab-for-science-and-engineering. 64. Sources: –Carbon Disclosure Project (CDP). (2024). Who we are. https://www.cdp.net/en/info/about-us. –Science Based Targets initiative (SBTi). (2024). Organizational Governance. https://sciencebasedtargets.org/about- us/governance. –Institute of International Finance (IIF). (2024). Taskforce on Scaling Voluntary Carbon Markets. https://www.iif.com/tsvcm. –Unilever. (2022). How we’re using tech for more transparent, traceable supply chains. https://www.unilever.com/ news/news-search/2022/how-were-using-tech-for-more-transparent-traceable-supply-chains/. –Earthinformatics. (2024). AgroDataCube – Open, big data for Dutch Agriculture. https://www.earthinformatics.eu/ tools/agrodatacube-%E2%80%93-open-big-data-dutch-agriculture. Climate Adaptation: Unlocking Value Chains with the Power of Technology 42

Climate Adaptation Unlocking Value Chains with the Power of Technology 2025