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Where engineering decisions become organizational decisions.

Original perspectives on the points where data engineering, architecture, governance, organizational incentives, and algorithmic decision making intersect.

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Ideas grounded in engineering, architecture, and governance.

Stevox Insights examines problems that are easy to miss when data engineering, governance, analytics, and AI are treated as separate disciplines.

Data GovernanceDecision Systems5 min read

Beyond Data Quality: Is the Data Fit for the Decision?

Data quality tells you a pipeline worked. It does not tell you whether a metric is fit for the decision it is shaping. A look at the questions technical controls alone cannot answer.

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