# Our Reports Explore our reports to uncover insights, strategies, and solutions addressing the challenges and opportunities of AI [Apply now for Cohort 2](http://wefglobal.eu.qualtrics.com/jfe/form/SV_a3hYQ75YLCtmEEm) ## AI Agents in Action: A Playbook for Trusted Adoption, Authorization and Scaling Developed in collaboration with Capgemini, this report outlines clear agent guidelines and enforceable authorization profiles, providing organizations with a structured path from pilots to portfolios of governed agents at scale. It serves as a practical resource for teams seeking to operationalize AI agents responsibly while maintaining auditability, enforceability and human accountability and advancing the development of shared standards. It also introduces the Agent Capability and Authorization Profile (ACAP) as a deployment-level governance and authorization instrument for agentic systems. [Read the report](https://www.weforum.org/publications/ai-agents-in-action-a-playbook-for-trusted-adoption-authorization-and-scaling/) ## AI Infrastructure in the Age of Sovereignty: Requirements, Strategies and a Trusted Framework for Digital Embassies In collaboration with Bain & Company, the report explores how economies can design sovereign AI infrastructure strategies by balancing domestic ownership with trusted international partnerships. It outlines the core building blocks of AI infrastructure, examines the non-negotiable prerequisites required to develop, sustain and scale each building block, and introduces an AI sovereignty spectrum to help economies design resilient strategies suited to their local capabilities. [Read the report](https://www.weforum.org/publications/ai-infrastructure-in-the-age-of-sovereignty-requirements-strategies-and-a-trusted-framework-for-digital-embassies/) ## Organizational Transformation in the Age of AI: How Organizations Maximize AI's Potential In collaboration with Accenture, the report examines how organizations can move beyond isolated AI pilots to embed artificial intelligence into the core workflows that define how work gets done and decisions are made. It identifies five critical focus areas covering customer experience, operations, R&D, strategic planning and talent, outlining how leading enterprises are redesigning operating models around continuous and adaptive systems rather than periodic processes, and how sustained AI value depends less on technical sophistication than on leadership accountability, governance and the ability to keep human judgement firmly at the centre. [Read the report](https://www.weforum.org/publications/organizational-transformation-in-the-age-of-ai-how-organizations-maximize-ais-potential/) ## Rethinking AI Sovereignty: Pathways to Competitiveness through Strategic Investments In collaboration with Bain & Company, the report examines how economies can strengthen AI competitiveness through strategic investment choices, resilient infrastructure development and trusted international partnerships. It introduces five archetypes and pathways that reflect diverse starting points, outlining how economies can prioritize comparative advantages, target high-impact applications and encourage interoperable, future-ready AI systems. [Read the report](https://www.weforum.org/publications/rethinking-ai-sovereignty/) ## Proof over Promise: Insights on Real-World AI Adoption from 2025 MINDS Organizations In collaboration with Accenture, the report outlines how organizations can move beyond experimentation to scale AI that delivers measurable enterprise, industrial and societal value. Developed through insights from hundreds of applicants and in depth interviews, the report offers a practical blueprint for scaling impactful AI adoption through five action areas. [Read the report](https://www.weforum.org/publications/proof-over-promise-insights-on-real-world-ai-adoption-from-2025-minds-organizations/) ## From Paradox to Progress: A Net Positive AI Energy Framework In collaboration with Accenture, the report provides leaders with a practical blueprint for ensuring AI contributes to, rather than compromises, energy systems and long term competitiveness. It introduces three action drivers that help maximize AI’s benefits for energy systems: Design for Efficiency, Deploy for Impact, and Shape Demand Wisely. In addition, the report introduces the new AI Energy Foresight Tool, a resource supporting industry, technical, scientific and policy communities. [Read the report](https://www.weforum.org/publications/from-paradox-to-progress-a-net-positive-ai-energy-framework/) ## AI Agents in Action: Foundations for Evaluation and Governance Written in collaboration with Capgemini, the report provides a structured foundation to close the gap between AI Agents adoption and real-world deployment. It outlines the technical architecture of AI agents, introduces a functional classification spanning role, autonomy, predictability and context, and presents a progressive approach to governance. Through case studies and practical guidance, it clarifies how organizations can align AI agent adoption with proportionate safeguards. [Read the report](https://www.weforum.org/publications/ai-agents-in-action-foundations-for-evaluation-and-governance/) ## Advancing Responsible AI Innovation: A Playbook Developed with Accenture, this report underscores responsible AI as a defining opportunity for innovation and trust. The AI Governance Alliance’s Advancing Responsible AI Innovation: A Playbook provides nine actionable, adaptable plays to help organizations translate principles into practice. By operationalizing responsible AI, businesses and governments can scale innovation safely, sustainably, and inclusively, fostering resilient markets while safeguarding people, society, and the environment. [Read the report](https://www.weforum.org/publications/advancing-responsible-ai-innovation-a-playbook/) ## Industries in the Intelligent Age White Paper Series The AI Governance Alliance's "Industries in the Intelligent Age" white paper series examines AI's transformative role across various sectors. Each paper provides a detailed snapshot of the AI landscape at the time of writing, acknowledging the rapid advancements in the field. The series aims to deepen understanding of AI's implications and applications through continuous collaboration with World Economic Forum partners and stakeholders involved in AI strategy and implementation. [Read the series](https://www.weforum.org/publications/industries-in-the-intelligent-age-white-paper-series/) ## Blueprint for Intelligent Economies – AI Competitiveness through Regional Collaboration Developed with KPMG, this white paper highlights AI as a transformative force while addressing challenges in AI maturity, investment, and digital infrastructure. The AI Governance Alliance's Inclusive AI for Growth and Development Initiative promotes safe, inclusive AI adoption through multistakeholder collaboration. The paper provides guidance for nations at all levels of AI readiness to build resilient AI ecosystems and drive equitable innovation. [Read the report](https://www.weforum.org/publications/blueprint-for-intelligent-economies/) ## Navigating the AI Frontier: A Primer on the Evolution and Impact of AI Agents Developed with Capgemini, this report examines AI agents—autonomous systems powered by advances in large language and multimodal models—and their transformative impact across industries. It highlights their potential to enhance efficiency in healthcare, education, and finance through sensing, learning, and acting capabilities. [Read the report](https://www.weforum.org/publications/navigating-the-ai-frontier-a-primer-on-the-evolution-and-impact-of-ai-agents/) ## Governance in the Age of Generative AI: A 360° Approach for Resilient Policy and Regulation Developed collaboration with Accenture, the framework addresses regulatory gaps and evolving stakeholder challenges, ensuring responsible and anticipatory oversight of AI technologies. [Read the report](https://www.weforum.org/publications/governance-in-the-age-of-generative-ai/) ## AI Value Alignment: Guiding Artificial Intelligence Towards Shared Human Goals This white paper, produced by the Global Future Council on the Future of AI, addresses the critical issue of AI value alignment, ensuring AI technologies reflect core human and societal values. It presents practical frameworks for integrating ethical principles throughout the AI life cycle, from development to deployment, promoting responsible use. [Read the report](https://www.weforum.org/publications/ai-value-alignment-guiding-artificial-intelligence-towards-shared-human-goals/) ## Advancing Data Equity: An Action-Oriented Framework This white paper, developed by the Global Future Council on Data Equity, introduces a comprehensive data equity framework aimed at fostering fairness and justice in the use of data-driven systems. This framework is designed to adapt to the rapidly changing data and technology environments, encouraging collective progress toward more just data practices. [Read the report](https://www.weforum.org/publications/advancing-data-equity-an-action-oriented-framework/) ## Responsible AI Playbook for Investors In collaboration with CPP Investments Insights Institute, this white paper presents a strategic playbook for investors aiming to accelerate the adoption of responsible artificial intelligence. It provides practical guidance, examples, and actionable steps for engaging with stakeholders. [Read the report](https://www.weforum.org/publications/responsible-ai-playbook-for-investors/) ## AI Governance Alliance Briefing Paper Series The AI Governance Alliance Briefing paper series focuses on shaping safe, responsible, and resilient AI governance frameworks. Addressing the balance between innovation, safety, and ethics in generative AI, these papers guide global stakeholders towards unified AI governance strategies. [Read the series](https://www.weforum.org/publications/ai-governance-alliance-briefing-paper-series/) ## Presidio Recommendations on Responsible Generative AI The Presidio Recommendations offer 30 guidelines for the ethical use of generative AI, emphasizing responsible innovation, international cooperation, and societal benefits. These aim to shape generative AI's development and governance for a positive societal impact. [Read the report](https://www.weforum.org/publications/the-presidio-recommendations-on-responsible-generative-ai/) ## Insights *Articles, analysis and thought leadership*