← heapsort
ARTICLE27

Capability vs Adoption: The AI Strategy Confusion That Wastes Millions

DEV.to AIΒ·April 27, 2026

Many AI strategies confuse technological capability with human adoption, leading to millions in wasted investment, as seen with a bank that spent $4M on AI tools with only 11% active users. The core issue lies in the organization's failure to measure and ensure actual adoption, rather than just focusing on technology delivery.

Read original β†—