How to push back on mandatory AI at work

When people push back in a way that actually lands, they usually don’t go in with “AI sucks, this is stupid.”That just gets you labelled as resistant to change.
What tends to work better is talking about:
1. Outcomes: “Here’s a case where AI saved time, and here’s one where it cost us a day.”
2. Risk: “Here’s why I avoid using it on authentication, payments, or anything security‑critical.”
3. Guardrails: “If we want to standardise this, can we agree what’s in‑scope and what’s out‑of‑scope?”
You’re not refusing the tool, you’re helping shape a sane way to use it.

Видео How to push back on mandatory AI at work канала Code & bird