Based on recent Prosci research , artificial intelligence (AI) is perceived positively on a -2 to +2 scale (easy to use +0.94, valuable +0.98 and preference for AI as a helper vs. a replacement +0.91), but is still hard to scale.
AI Adoption Challenges: How to Turn Adoption Into Business Value
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September 3, 2026
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prosci