Research
AI’s hidden costs for women: Risks to talent and ROI
Research reveals hidden workload, credibility, and talent costs that can limit AI's benefits for women and organizations.

Research
Research reveals hidden workload, credibility, and talent costs that can limit AI's benefits for women and organizations.
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Catalyst research points to three hidden costs that can limit both women’s ability to benefit from AI and organizations’ return on their AI investments.
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Use this guide to move beyond productivity measures to assess whether AI is creating sustainable, equitable value and strengthening employee capability.
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Explore how workplace double binds around AI use, leadership, and salary negotiation can affect women’s credibility, recognition, opportunities, and advancement at work.
Tool
This checklist for managers offers practical actions for organizations to maximize benefits of AI adoption and avoid hidden talent costs.
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Learn how gender partnership supports inclusion, business performance, and manager effectiveness, and actions you can take to be a gender partner.


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Guide
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Infographic
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Research
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