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This article focuses on the human element of enterprise AI adoption, specifically highlighting middle managers' accountability and efficiency gains from using AI tools. It outlines a framework for "relational transformation" where leadership competencies are essential for integrating agentic workflows into organizational processes. The core subject is the practical application and management strategy required to scale machine learning within business environments.
Managers play critical role in a company's AI transformation - and they know it

More than two-thirds of middle managers are optimistic about AI's role in the future of work, and they feel personally accountable for their team's adoption of AI tools.
Follow ZDNET: Add us as a preferred source on Google. Middle managers play a critical role to a company's AI transformation. 78% of managers feel responsible for their team's successful AI adoption. 77% of managers are saving more than three-hours per week with AI tools. Managers play a critical role in a company's AI transformation -- and they know it. According to a Salesforce survey of…
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