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Data Lakes Are a Choice, Not a Necessity: How Constitutional Architecture Exposes the Convenience Excuse

Shows that constitutional compliance is buildable and serves government's hardest cases.

Summary

Integrated government databases are often defended as the price of efficient government. This article argues the opposite: they are a design choice, and a constitutionally defective one. It sets out the technical architecture that replaces them (mandatory purpose sequestration, Zero Trust architecture, decentralized identity and query-based coordination) and shows how each operationalizes a constitutional principle.

It then tests the architecture against six scenarios that critics raise: emergency medical response, cross-program fraud detection, multi-service coordination, digital guardianship and parental authority, child welfare investigation and criminal investigation. In each, the constitutional design performs the government function without a standing population profile. The article closes with model legislation and a phased implementation timeline.

Key claims

  • Constitutional rights are not subordinate to administrative convenience; the question is how to comply, not whether.
  • Sequestration, Zero Trust and holder-controlled credentials operationalize the trustee relationship.
  • Each hard case can be met with particular authority, specific queries and complete records.

Where it fits

Read on the site: Proposition 5: the remedy is built into the systems ยท Six hard cases.

Cite as

Michael G. Leahy, Data Lakes Are a Choice, Not a Necessity: How Constitutional Architecture Exposes the Convenience Excuse (2026), https://ssrn.com/abstract=6212159.