The 95/5 Reality: Why Most Organizations Fail at AI

The 95/5 Reality

Most organizations are in the 95% who fail to extract value from AI investments.

The Failure Pattern

Deploy AI for tasks that seem benchmarkable, discover they’re context-dependent, watch AI underperform, abandon the project.

The Success Pattern

Identify actually benchmarkable tasks, start narrow, expand as capabilities mature, monitor benchmarks.


Read the full analysis on The Business Engineer.

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