Use Cases
Where Community Intelligence makes the difference between initiatives that land and initiatives that miss.
Government & Policy
Understand which communities will adopt new programs—and which will resist.
The challenge
Programs that fail to reach the people who need them
Social programs often show high uptake in some communities and near-zero in others—even with identical outreach.
What CI reveals
Low uptake looks like an awareness problem—but it really shows the need to match the type of trust to the challenge at hand.
The challenge
Public meetings that don't represent the public
Town halls attract the usual voices. The people most affected by policy changes often don't show up.
What CI reveals
There's a difference between trusting a food bank run by a church and reporting a pothole outside your house. One relies on inward (bonding) trust, the other on outward (bridging) trust. That difference is everything.
Healthcare & Public Health
Design interventions that communities will actually adopt—not just tolerate.
We searched a long time for the thing that unifies the work—the single idea beneath the substance-abuse engagement, the maternal-health engagement, the chronic-care engagement, and the care of elders and children.
Not a magical elixir. The most common substance there is—and the one everything else runs on.
The challenge
Health campaigns that don't change behavior
What makes it powerful is not that it is exotic but that it is everywhere, that almost no one measures it, and that when it is present a message lands and when it is absent the same message dies. We did not invent trust. We learned to read it.
What CI reveals
"This community's low rate isn't hesitancy—it's institutional distrust. The health department is the wrong messenger. Partner with churches that function as trust anchors."
The challenge
Facility siting that triggers backlash
New clinics and care facilities face unexpected opposition—sometimes from the very communities they're meant to serve.
What CI reveals
Opposition isn't about the facility. It's about a process that can land on a community like a bankruptcy notice—where, on the weight of history alone, no benefit ever feels worth the cost.
Real Estate & Development
Predict community response before you break ground—or break trust.
The challenge
Projects blocked at the finish line
Developments that clear every regulatory hurdle can still die to community opposition.
What CI reveals
"The adjacent neighborhood shows high place attachment and Guardian-dominant profiles. Start engagement 18 months earlier, through their historical society."
The challenge
Mixed-use projects that don't mix
Retail components often underperform—not because of design, but because the surrounding community doesn't engage.
What CI reveals
"Low bridging trust means residents won't cross neighborhood boundaries for amenities. Your retail needs to serve immediate neighbors only."
Insurance & Risk
See behavioral factors that predict community resilience—and claims.
The challenge
Risk models that miss community dynamics
Two areas with similar physical risk can have very different claim outcomes based on community cohesion.
What CI reveals
"Community A has mutual aid networks—claims cluster around infrastructure. Community B shows brittleness—expect higher individual claims."
The challenge
Preparedness program adoption
Risk mitigation programs see low uptake in communities that need them most.
What CI reveals
"Low adoption isn't apathy—it's messenger mismatch. Activate cross-boundary connectors and adoption triples."
Education
Find families whose values align with your institution—beyond demographics.
The challenge
Enrollment that doesn't stick
Schools invest heavily in recruitment, but many families don't persist—because of values confusion, not dissatisfaction.
What CI reveals
"Your strongest retention is Bridge Builder profiles. These 12 zip codes over-index for that profile. Shift recruitment spend accordingly."
The challenge
Positioning that attracts the wrong families
Schools that refuse to clarify who they're for attract families who leave.
What CI reveals
"Your messaging implies structure, but your community values exploration. That mismatch is driving transfers."
Civic Campaigns
Find the moveable middle and the messengers who can move them.
The challenge
Persuasion spend that doesn't persuade
Campaigns target based on demographics and past voting—missing who's actually persuadable.
What CI reveals
"The 12-18% who decide this race are Bridge Builders who respond to authenticity over ideology. Here's where they cluster."
The challenge
Coalitions that fragment under pressure
Coalitions assembled on paper fall apart because they were built on shared positions, not shared values.
What CI reveals
"These groups align on this issue but have different stances—Guardian vs. Expander. Under pressure, they'll fracture."
Environmental & Conservation
Design solutions communities will steward—not just tolerate.
The challenge
Conservation projects that lose support
Restoration initiatives face resistance—not because communities oppose nature, but because they weren't brought in correctly.
What CI reveals
"Guardian-dominant with high place attachment. Lead with heritage framing, not climate urgency. Partner with the historical society."
The challenge
Brownfield redevelopment stalls
Converting underutilized land requires buy-in that zoning alone can't deliver.
What CI reveals
"Adjacent neighborhoods have different stances. Sequence engagement with the opportunity-oriented community first."
Impact Investment
Assess community readiness before capital deployment—not after.
The challenge
Impact investments that don't land
Capital deployed without understanding behavioral dynamics underperforms—adoption is harder than expected.
What CI reveals
"Low bridging trust means outside capital faces friction. This adjacent market has similar fundamentals but higher trust mobility."
The challenge
Portfolio companies struggling locally
Investments in community-facing businesses stumble on dynamics invisible in diligence.
What CI reveals
"Resistance is spillover from a previous development that broke trust. You need a repair strategy before a growth strategy."
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