Inspiration
What it does
How we built it
Challenges we ran into
Accomplishments thEvery year, millions of Americans skip care — not because it doesn’t exist, but because no one predicted they would.
Most healthcare tools answer: “Where is care?” RiskBridge asks: “Who is about to miss care — and how do we intervene early?”
We borrowed a concept from quantitative finance: risk prediction. Just like credit systems predict default, we predict care avoidance.
RiskBridge generates a Care Access Risk Score using three signals: financial barriers, access limitations, and social stigma.
But here’s what makes it different: users can describe their situation in plain English — and our system detects hidden barriers like fear or shame, turning them into a measurable signal.
The result isn’t just a score — it’s personalized intervention: • high stigma → anonymous support • low access → telehealth • language barriers → culturally relevant providers
We don’t just show care. We match people to care they’re actually willing and able to use.
RiskBridge is predictive, barrier-aware, and built for underserved communities.
In under a minute, someone can go from uncertainty to a clear path forward.
RiskBridge — predicting gaps in care before they happenat we're proud of
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