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All issues › Volume 343, Issue 1 › IT News › AI

How to Build a 'Safe-to-Fail' Culture for IT Teams and Why You Should

Computerworld, Tuesday, October 6th, 2026

IT staff won't experiment with AI if failure hurts reviews; contained, reversible experiments and protected time unlock learning.

Investments in AI and new tools can underdeliver if IT workers lack the time, resources or freedom to learn them, or fear a failed experiment will hurt their performance reviews.

A safe-to-fail culture gives teams approved tools, secure sandboxes and dedicated time to test ideas, though Randstad Digital's Michael Morris stresses it is not 'safe-to-be-careless' and experiments should be contained, reversible and useful.

Futurist Daniel Burrus advises separating experimentation from day-to-day performance evaluation so teams can test ideas without career risk.

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