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Applied AI·July 31, 2026·1 min read

The Real AI Advantage Begins When Entrepreneurs Stop Limiting Their Own Potential

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The gap between AI optimism and hesitant deployment is now a management problem, not a tooling problem. Leaders should stop asking whether AI is ‘ready’ in the abstract and instead pick one revenue or cost line to attack with a constrained, 90-day experiment.