Data Pipeline Is Achilles Heel

The data pipeline is directive governance’s Achilles heel, not the decision-maker’s rationality.

Claiming directive governance assumes executives are homo economicus is a strawman nobody defends. Directive governance assumes bounded rationality, which is realistic. The real vulnerability: the quality of bounded-rational decisions is only as good as the data available. The pipeline depends on three conditions specific to directive governance: (1) compression at each layer preserves the relevant signal, (2) quantitative proxies correlate with underlying reality, (3) decisions and execution are cleanly separable. All three fail structurally in large tech — not because anyone is incompetent, but because the pipeline degrades below the threshold for adequate decision-making. Executives are satisficing on garbage input.