Tyrone Mack

What Neighborhood Climate Dashboards Get Wrong

Field notes, May 30, 2026

A dashboard is useful only when the people closest to the work can act on it. In neighborhood climate programs, the missing layer is often not another map. It is the operational sentence that connects a signal to a decision: who needs to know, what changed, what source supports the claim, and what should happen next.

In recent interviews with community coordinators, the most common request was not more data. It was clearer provenance. People wanted to know whether a heat alert came from a city feed, a partner call, a field observation, or a resident report. Without that trail, teams either delay the update or publish it with too much caveat text for residents to use.

Tyrone Mack's current product work treats the source trail as part of the user experience. A good brief should make the claim, preserve the evidence, and leave enough room for local context before the update reaches the public.