# Insights Explore all our pertinent publications and valuable insights related to this initiative from our community members and other experts. ## Our latest reports ## Intelligent Industrial Operations Outlook 2026 The first edition of the Intelligent Industrial Operations Outlook explores how industrial operations are shifting from traditional automation to intelligent, connected and increasingly autonomous systems. ## Quantum Technologies: Key Opportunities for Advanced Manufacturing and Supply Chains This report, launched in October 2025, explores how quantum technologies are poised to transform global manufacturing and supply chains at a time of mounting disruption. Drawing on real-world applications, it explores the new paradigm of solutions offered by quantum technologies. [Read the report](https://www.weforum.org/publications/quantum-technologies-key-opportunities-for-advanced-manufacturing-and-supply-chains/) ## Physical AI: Powering the New Age of Industrial Operations Industrial operations are at a pivotal moment, shaped by rising complexity and workforce shortages, and further amplified by global uncertainties. This white paper explores how advances in industrial robotics are redefining automation and creating new opportunities for resilience and growth. ## Frontier Technologies in Industrial Operations: The Rise of AI Agents Discover how AI agents drive tangible value in industrial operations, bringing the vision of self-controlling, near-autonomous systems to life. This report explores the transformative potential of two types of AI agents—virtual AI agents and embodied AI agents—featuring insights and case studies from leading industries. [Read the report](https://www.weforum.org/publications/industries-in-the-intelligent-age-white-paper-series/advanced-manufacturing-and-supply-chains/) ## Harnessing the AI Revolution in Industrial Operations: A Guidebook AI and recent developments in this field – such as generative AI – can play a key role in helping manufacturers navigate today’s economic, environmental and societal challenges. While most manufacturers plan to incorporate AI into their operations, only one in six has been successful to date. [Read the report](https://www.weforum.org/publications/harnessing-the-ai-revolution-in-industrial-operations-a-guidebook/) ## Blogs ## Featured Content ### Why autonomous orchestration is the next frontier in supply chain management Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit. [Read more](https://www.weforum.org/stories/2025/11/autonomous-orchestration-next-frontier-supply-chain-management/) ### Physical AI is changing manufacturing - here's how Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit. [Read more](https://www.weforum.org/stories/2025/09/what-is-physical-ai-changing-manufacturing/) ### AI Agents at work: How to select the right type of AI agent? Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit. [Read more](https://www.weforum.org/stories/2025/05/ai-agents-select-the-right-agent/) ### Why should manufacturers embrace AI’s next frontier – AI agents – now? Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit. [Read more](https://www.weforum.org/stories/2025/01/why-manufacturers-should-embrace-next-frontier-ai-agents/) ### AI and beyond: How frontier technologies are reshaping industrial operations Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit. [Read more](https://www.weforum.org/stories/2024/06/ai-frontier-technologies-reshaping-industrial-operations/) ### Why Large Language Models are the future of manufacturing Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit. [Read more](https://www.weforum.org/stories/2024/04/why-large-language-models-are-so-important-for-the-future-of-the-manufacturing-industry/) ### Augmented intelligence: How explainable AI is changing manufacturing jobs for the better Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit. [Read more](https://www.weforum.org/stories/2023/10/xai-explainable-ai-changing-manufacturing-jobs/) ### Beyond the status quo: How generative AI will transform industrial operations Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit. [Read more](https://www.weforum.org/stories/2023/06/how-generative-ai-will-transform-industrial-operations/) ### 4 ways artificial intelligence could transform manufacturing Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit. [Read more](https://www.weforum.org/stories/2023/01/4-ways-artificial-intelligence-manufacturing-davos2023/) ### Mastering AI quality for successful adoption of AI in manufacturing Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit. [Read more](https://www.weforum.org/stories/2024/01/mastering-ai-quality-successful-adoption-ai-manufacturing/) ## Videos ### Factories that Think Annual Meeting - Davos 2026 [Watch](https://www.youtube.com/watch?v=F8uDLMppM5E) ### Manufacturing's Moonshots Are Landing... Are You Ready for the Next Wave Annual Meeting - Davos 2024 [Watch](https://www.youtube.com/watch?v=FaWsQUb_afg) ### Generative AI: Steam Engine of the Fourth Industrial Revolution? Annual Meeting - Davos 2024 [Watch](https://www.youtube.com/watch?v=vQUPfmxQhzI) ### The Future of Manufacturing | An Overview 6-episode series that profiles leading global thinkers on the major trends shaping advanced manufacturing [Watch](https://www.youtube.com/watch?v=7fwXUC67u3Q)