what is the latest case studies in the use of Generative AI in the workplace? What are the benefits?
TechnologyAI ApplicationsAI ProductivityAI Adoption & Diffusion
Recent case studies on generative AI (GenAI) in the workplace highlight its adoption across sectors like energy, banking, and general labor markets. A study in an energy company conducted semi-structured interviews over four weeks across nine departments, revealing how employees perceive GenAI for supporting operational work, decision-making, and agentic workflows in daily activities [2]. In the U.S. banking sector, research evaluates GenAI's causal impact on productivity and systemic risk, showing potential for efficiency gains amid adoption challenges [9]. A survey of Korean workers found that 51.8% use GenAI at work, reallocating time by reducing working hours by 3% on average [4].
Benefits include increased productivity and time savings, with workers reporting a 5.4% reduction in work hours using GenAI [3]. Access to GenAI also boosts individual worker productivity and retention [1], while broader adoption suggests productivity gains at industry levels, though with variations due to low labor intensity in some areas [8]. However, impacts on labor demand are mixed, with 8% of firms reporting decreased worker needs and 2% noting increases [7].
Sources
- Generative AI at Work — NBER
- Generative AI Adoption in an Energy Company: Exploring Challenges and Use Cases — arXiv
- The Impact of Generative AI on Work Productivity — Federal Reserve Bank of St. Louis
- Generative AI and the Reallocation of Time: Productivity, Leisure, and Fulfilling Work — arXiv
- Generative AI Usage of University Students: Navigating Between Education and Business — arXiv
- Integrating Generative AI-enhanced Cognitive Systems in Higher Education: From Stakeholder Perceptions to a Conceptual Framework considering the EU AI Act — arXiv
- Has Generative Artificial Intelligence Adoption Impacted Labor Demand at Third District Firms — Philadelphia Fed
- The rapid adoption of generative AI — pubsonline.informs.org
- Generative AI Adoption, Productivity Paradox, and Systemic Risk in the U.S. Banking Sector — arXiv
- Generative AI at the Crossroads: Lightbulb, Dynamo, or Microscope? — AEA / Federal Reserve
- Who is using AI to code? Global diffusion and impact of generative AI — science.org
- The Rapid Rise of Generative AI Adoption among First-Year College Students. — search.ebscohost.com
- The Role of Generative AI in the Modern Workplace — cogentinfo.com
- Generative AI and the Future of Work — deloitte.com
- AI in the Workplace — ibm.com
- AI in the workplace: A report for 2025 | McKinsey — McKinsey & Company
- Die drei Entwicklungsstufen der KI und ihr Potenzial für Unternehmen – Warum vor allem kleine Unternehmen profitieren — Xpert.Digital - Konrad Wolfenstein
- Generative AI, Discriminative Human — Towards Data Science
- This job has become the ultimate case study for why AI won’t replace human workers — AOL.com
- Generative AI: What It Is, How It Works, and How Businesses Use It — Search Atlas
- Artists and writers are often hesitant to disclose they’ve collaborated with AI – and those fears may be justified — Digital Information World
Related questions
- →What is best practice and use cases of AI within marketing?
- →How is AI investment and development evolving across Africa, and what are the most grounded near-term applications?
- →How are European governments deploying AI in public services, and what can businesses learn from those experiments?
- →What role is AI playing in defence and national security, and what are the implications for allied nations and their businesses?