← All writing
AI Workforce Transformation30 July 20259 min
AI Workforce Transformation
When AI Transformation Breaks Workforce Trust
Trust is not a communications variable. It is an outcome of credible governance and fair process.
By Qiqing He30 July 20259 min
Workforce trust failures during AI programmes usually have precedents: unclear criteria, unevenly distributed burden, and governance that arrives after the fact.
What restores legitimacy
Transparent criteria, meaningful consultation, and evaluation that employees believe is tied to real outcomes — not theatre.
For leaders
Treat trust as an engineering constraint, not a narrative overlay.
About the author
Qiqing He works at the intersection of artificial intelligence, workforce transformation, education, and public-interest institutions, translating technical change into institutional readiness.