Embracing AI in Strategy: Beyond the Argumentum ad Machinam

Post for Argumentum Ad MachinamHave you ever been asked, “Did AI write that for you?” It is a common question in our technology-driven world, but it misses the bigger picture. The more useful question is whether the final work is accurate, useful and enriches the lives of the people it is intended to serve.

The term argumentum ad machinam parallels argumentum ad hominem, where attention is wrongly placed on the creator rather than the argument itself. In this AI-driven variation, the focus is improperly placed on whether AI tools were used, rather than on the quality, substance and accountability of the work produced.

AI has become an integral part of our lives. I cannot recall producing work during the past two decades without some form of AI assistance. From AI-powered search engines that help us find facts and perspectives, to spelling and grammar tools that help us communicate clearly, AI’s influence is widespread and often unnoticed.

Consider the example of a non-native English speaker using AI tools to help write articles and blog posts. They may use AI for spell-checking, improving clarity and finding relevant information, but the final output, published under their name, should still reflect their ideas and remain their responsibility. This is not so different from traditional journalistic processes, where work is reviewed by editors, proofreaders and legal teams. AI should be viewed in the same way: as a tool that can improve the quality of work, not something that automatically undermines its authenticity.

Tools do not remove responsibility

Using AI does not mean outsourcing judgement. You still need to decide what matters, challenge weak assumptions, verify important claims and take responsibility for the result. A polished piece of writing can still be unclear, inaccurate or strategically unhelpful if the person using the tool has not thought critically about it.

This matters especially when you are developing strategy. AI can help you gather ideas, identify patterns, articulate options and test questions from different perspectives. It cannot determine your organisation’s purpose, understand every aspect of your context or accept accountability for the choices you make.

In today’s content-creation landscape, AI can be a valuable collaborator rather than a detractor. Used well, it can help you communicate more effectively and improve clarity. It should support your thinking, not replace it.

AI and better strategic work

StratNav brings the power of AI to your strategy development and execution process, helping you gather, articulate and analyse your thoughts more effectively. It does not replace your need to think critically and creatively, and it does not absolve you of responsibility for your strategies. But it can be a valuable aid.

The winners will be those who learn to integrate AI thoughtfully into their processes, while retaining human judgement and accountability. They will not simply be the people who use AI most often, but those who use it most effectively.

Try StratNav to see how AI can support a more structured approach to developing and executing your strategy.

What are your thoughts on the role of AI in content creation? Has it changed your approach to writing, strategy and the value you place on the finished work?

In a world where AI’s role is growing, what matters most is the quality and impact of your strategies, not simply the tools you used to develop and execute them.

See also:

Frequently Asked Questions (FAQs)

What does argumentum ad machinam mean?

Does using AI make written work less authentic?

What should matter most when assessing AI-assisted work?

Does AI remove responsibility for the quality of work?

How can AI support strategy development?

What can AI not do in strategic work?

How does StratNav use AI?

Who will benefit most from using AI in strategy?


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About the author

Chris C Fox is an independent business strategy consultant and founder of StratNav. He helps consultants scale their impact, supports C-suite leaders in executing enterprise-wide strategies, and equips founders to grow and adapt with confidence.
👉 Learn more about Chris and his work.
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