Clare Kitching Explores Shifting Roles of AI: Tool, Teammate, or Manager?

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Clare Kitching

LinkedIn Author

Transform your AI & data ambition into action | xQuantumBlack, xMcKinsey | Global top 100 Innovators in Data & Analytics | AI & data strategy, governance and capability building

In a recent LinkedIn post, Clare Kitching delves into the evolving relationship between humans and artificial intelligence, highlighting a framework that categorizes AI’s role as either a tool, a teammate, or a manager. Kitching emphasizes the critical importance of understanding which of these roles AI is performing at any given moment.

Drawing on insights initially described by Harvard, Kitching presents three distinct ways individuals can interact with AI:

“AI as a tool – You direct it. It helps you research, write, analyse or create.”

This mode, as Kitching explains, involves AI acting as a sophisticated assistant, executing tasks precisely as directed by the human user. The control and ultimate decision-making power remain firmly with the individual.

The Nuances of AI Collaboration

Kitching then moves to the concept of AI as a teammate, a more collaborative dynamic.

“AI as a teammate – You work with it. It challenges your thinking, brings another perspective and contributes to the work.”

In this scenario, Kitching suggests that AI goes beyond mere execution to actively participate in the creative and analytical process. It can offer alternative viewpoints, prompting deeper thought and potentially leading to more robust outcomes. This level of interaction requires a more fluid partnership.

AI in a Managerial Capacity

The most complex role discussed is AI as a manager.

“AI as a manager – It directs the work. It decides what happens next, assigns tasks, evaluates outputs or determines when a human needs to step in.”

With recent advancements in AI models, Kitching notes that this managerial role is becoming less theoretical. However, she refutes the idea that this represents a linear progression from tool to teammate to manager, asserting that these are simply different modes of engagement. As Kitching argues, the specific work dictates which mode is most appropriate.

Choosing the Right AI Mode

Kitching advocates for flexibility in how we utilize AI, suggesting that users will naturally shift between these modes. Sometimes, precise instruction following is needed; other times, AI’s ability to challenge or even coordinate tasks is invaluable. The key, according to Kitching, is recognizing how easily we can transition between these states as AI technology improves.

She raises crucial questions about accountability and decision-making as AI takes on more directive roles. As Kitching points out:

“The more direction AI takes, the more important the questions become: Who is making the decision? Who is checking it? And who remains accountable?”

Kitching concludes by stressing that as AI’s capabilities continue to expand, so too must our understanding of the roles we assign to it. This ongoing reflection is vital for effectively and responsibly integrating AI into our professional lives.

📝 About This Content

This article is based on insights shared by Clare Kitching on LinkedIn.

📅 Originally posted on September 4, 2026 | View original post on LinkedIn →