COMPEL Glossary / psychological-safety
Psychological Safety
Psychological safety is the shared belief within a team or organization that individuals can take interpersonal risks -- asking questions, admitting mistakes, proposing unconventional ideas, reporting problems -- without fear of punishment or ridicule.
What this means in practice
Google's Project Aristotle identified psychological safety as the most important factor in high-performing teams, and it is even more critical in AI transformation where experimentation, failure, and iteration are the method, not exceptions. Without psychological safety, organizations develop dangerous patterns: AI projects launch with fanfare, problems are hidden, and failures compound silently. Teams in psychologically unsafe environments will not report biased outputs, challenge questionable decisions, or admit they do not understand how a system works. In the COMPEL framework, psychological safety is a key cultural indicator assessed during Calibrate and cultivated throughout transformation.
Why it matters
Without psychological safety, organizations develop dangerous AI governance patterns: problems are hidden, biased outputs go unreported, and teams will not challenge questionable decisions or admit they do not understand how systems work. Google's research identified psychological safety as the most important factor in high-performing teams, and it is even more critical in AI transformation where experimentation and honest failure reporting are the method, not exceptions.
How COMPEL uses it
Psychological safety is a key cultural indicator assessed during the Calibrate stage under the People pillar's organizational culture dimension. It is cultivated throughout transformation via the Organize stage's team design and the Learn stage's blameless retrospective practices. COMPEL's governance framework relies on honest reporting to function, making psychological safety a prerequisite for effective governance across all stages.
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Related Terms
Other glossary terms mentioned in this entry's definition and context.