Research Article · PTD-RS-2025-07

When the Dashboard and the Street Disagree: Urban Systems Note 2025

A dated examination of field evidence in distributed urban services, and the operating choices that shape data reconciliation.

In this article

  1. The friction worth removing
  2. What the evidence permits
  3. A quantified operating case
  4. The technical design
  5. A controlled deployment
  6. What ownership changes
  7. Position at publication
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