Engineering Bias:
Why Most AI Projects Fail
Groundbreaking research reveals a hidden barrier blocking $15 trillion in AI adoption—and the intuitive, human-centered solution.
Key Findings from the Research
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$15.7 trillion in AI value remains unrealized due to Engineering Bias.
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42% of companies plan to abandon most AI projects in 2025.
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Engineering Bias alienates 85–90% of users—especially women, senior leaders, and non-technical professionals.
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Companies with teams that experience personal benefits from AI are 5.9× more likely to see significant ROI.
Key Visual Insights from the White Paper
Audience-Specific Fact Sheets
About the Author
David Passiak is founder and CEO of Creator Pro AI. A former Ph.D. student at Princeton and author of 4 books, he is committed to transforming AI adoption by placing human purpose and empowerment at its core. Through the innovative Insight Architect Method™ he enables organizations to overcome traditional engineering biases and fosters intuitive, meaningful interactions with AI that drive clarity, creativity and genuine human flourishing.
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