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From AI Hype to Workflow Reality: A Strategic Framework for ...
This article presents a four-phase framework for integrating generative AI across organizational functions: Explore, Codify, Integrate, and Elevate. Unlike traditional technology adoption models, this framework emphasizes prompt strategy and workflow integration as primary transformation drivers.
COO leadership driving next-generation impact | McKinsey
Gen AI and agentic AI moved from experimentation to enterprise impact, reshaping how organizations boost productivity, accelerate innovation, and build resilience. As 2025 comes to a close, one thing is clear: operations has become the engine of transformation.
How COOs maximize operational impact from gen AI and agentic AI
Gen AI’s deep learning AI models are already helping companies achieve performance breakthroughs across the operations value chain, especially by finding new opportunities to break internal silos.
Generative artificial intelligence and the challenges to ...
The special issue “Generative artificial intelligence and the challenges to adding value ethically” presents diverse perspectives on how firms leverage Gen-AI to gain competitive advantage, drive value creation, and enhance resilience while addressing regulatory, ethical, and operational challenges.
Scaling Generative AI: Operating Models That Drive Real ...
Discover how strategic operating model architectures, AI governance, and enterprise transformation enable effective scaling of Generative AI for real business value.
A Framework for Operation Evaluation of Generative AI ...
Organizations using GenAI want to understand the clear impact of such solutions. So, let’s define a strategic decision-making framework that broadly answers these business questions in an operational setting, balancing the benefits of business value and AI integration.
(PDF) The Transformative Impact of Generative AI across ...
Following PRISMA guidelines, we analyzed 10 relevant studies published between 2010 and 2025, focusing on the implementation and impact of generative AI models, such as ChatGPT, GANs, and...
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