Insight

Insight is pattern recognition under complexity.

Once reality is visible, the harder question emerges: what does it mean?

AI does not simply make work faster. It redistributes judgment. It shifts who decides, who reviews, and who is accountable. It changes how creative confidence is formed and how errors propagate.

Insight means identifying these second-order effects early—before they harden into norms. It means recognizing when efficiency gains introduce fragility, when automation dulls discernment, and when convenience erodes institutional memory.

Organizations don’t lack data about AI. They lack interpretation grounded in experience.