We are building out purpose-designed decision tools for where trust is in the way.
Same heat wave. Neighboring streets. Ten times the deaths.
Chicago, July 1995. Two adjacent, low-income neighborhoods lived through the same heat wave. Demographics didn’t explain the gap. Connection did. That is what we read, at the scale of a census tract, without profiling a single person.
Three program areas. A decision tool for every sector.
- Deployed
- Ready
- Fieldwork method
- Scoped, in testing
Civics
Where people decide whether to show up.
Turnout lift, in points, from a mailer showing neighbors’ voting records, against an appeal to civic duty. The neighborhood channel beat the institutional message four to one.
Gerber, Green & Larimer, Michigan field experiment-
Organizing and campaignsTrust OS & Trust Flow Network
-
Neighborhood safety and violence preventionFloor IdentificationTrust Flow Network
-
Media and messagingAuthentic Messengers
Land Use
Where projects get built, or stall.
of large data center projects newly proposed in Q2 2026 were blocked or delayed amid local opposition. Opponents cross party lines, so voter files and demographics can’t see it coming.
Data Center Watch, quarterly report, Q2 2026-
Real estate and land developmentBest Use of Place
-
Data centers and energy sitingBest Use of Place
-
Insurance and resilience financeResilience tools parametric, flood, wildfire
Equity
Where programs reach people, or miss them.
Higher risk of heart disease and of stroke for people with weak social connection, across 16 studies.
U.S. Surgeon General’s Advisory on Social Connection, 2023-
Health equity and program adoptionReachabilityIntentionFrictionCohesionFriction is modeled with editable parameters, not yet calibrated against outcomes.
-
Extreme heatFloor IdentificationReachability
-
Rural healthReachability
Every track starts on the floor.
Before any sector tool runs, we find the structure underneath: where connection is thinnest and where a program can physically reach.
Floor Identification
Finds the most disconnected places in a geography.
Tested: Election Day Test, sealed predictionsReachability
Reads whether a place can be reached on foot or by transit, separate from how poor it is.
Validated against poverty, tract levelSources: Klinenberg, Heat Wave (University of Chicago Press, 2002). Gerber, Green & Larimer, “Social Pressure and Voter Turnout,” American Political Science Review (2008). Data Center Watch quarterly report, Q2 2026; figures reflect projects where local opposition was reported to play a role. Office of the U.S. Surgeon General, Our Epidemic of Loneliness and Isolation (2023).
All CI reads are place-level, at census-tract resolution. No person-level data is used.