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Pink Clover Data Solutions

Veteran Suicide Prevention

AI-Powered
Risk Awareness and Response
for Veterans Beyond the VA

Advanced predictive analytics designed to identify at-risk Veterans who don’t receive care through the Department of Veterans Affairs (VA) – enabling timely intervention by community providers, employers, and support networks.

Veterans Lost Daily

to suicide nationwide

%

Outside VA System

of Veteran suicides occur among those not in VA care

Veterans Total

many receiving care in

community settings

%

Early Detection

goal with AI risk awareness and response in community settings

Our Solution

Predictive Risk Awareness and Response for Community Resources

Machine Learning Models

Advanced AI trained on comprehensive Veteran health and social data to detect subtle risk patterns, adapted for community healthcare settings and non-clinical environments.

Multi-Source Integration

Integrates community EHRs, employer wellness programs, behavioral health records, substance use treatment data, and social service touchpoints into a unified risk assessment and response profile.

Real-Time Identification

Risk identification and awareness updates continuously as new data becomes available across community settings, enabling providers and support networks to track changes and intervene at the optimal moment.

Actionable Insights

Clear risk stratification with specific intervention recommendations for community healthcare providers, mental health clinics, employers, and Veteran service organizations.

Privacy Protected

HIPAA-compliant architecture with role-based access controls. Veteran data remains secure within community provider systems while enabling coordinated care.

Outcome Tracking

Measures intervention effectiveness across community settings and continuously refine models based on real-world results, creating a learning system that improves over time.

Expected Impact

Saving Lives in

Community Settings

 

Our risk awareness and response solution addresses a critical gap: identifying at-risk Veterans who receive care outside the VA system, enabling life-saving interventions by community providers, employers, and Veteran support networks.

Lives Saved
Prevent Veteran suicides among the 70% who don’t receive VA care through timely, data-driven intervention strategies in community settings.

Earlier Identification

Detect elevated risk in community settings weeks or months before crisis, creating critical intervention windows for providers who lack VA-level resources.

Community Provider Empowerment

Give civilian healthcare providers, employers, and Veteran service organizations the tools to identify and support at-risk Veterans effectively.

Cross-Sector Coordination

Enable coordinated care between community healthcare, behavioral health clinics, employers, and Veteran support organizations without requiring VA involvement.
VA Continuous Learning
Share de-identified outcome data with the VA to inform risk models, strengthen prevention strategies, and improve support for Veterans across both VA and community settings.