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How to push back when execs are all-in on AI 

When AI is seemingly everywhere, how can you make sure your org takes thoughtful steps?
August 06, 2025

Estimated reading time: 7 minutes

What do you do if you find yourself in a scenario where an exec is pushing for AI adoption?

In today’s landscape, the drive for AI integration may feel relentless. Whether it’s product features, internal initiatives, or developer tools, this AI-first approach is creating tension between execs and engineering leaders. For execs, AI stands as an avenue of innovation. For devs, rapid and often careless adoption is a recipe for disaster. 

When it feels like AI is being forced on you from all sides, what is the most effective way to push back against upper management?  

Understanding the proposed AI solution

You may have already encountered the scenario: you sit down in a meeting with senior execs, and someone broaches the idea of jumping on the hype train with a new AI-focused product or solution.

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