🏆 JacHacks Spring Submission

Graph-Native Healthcare.
Powered by Jac.

1 in 5 patients in India is readmitted within 30 days of discharge. Not because medicine failed — but because no one followed up.

Agentic AI

Fully autonomous post-discharge care walkers using by_llm().

Continuous Care

Proactive check-ins preventing readmissions in Tier-2/3 clinics.

Graph Architecture

Patient pathways mapped natively as JAC nodes and edges.

The Architecture

Discharge
Medications
Symptoms to Watch
Risk Thresholds

CareWalker doesn't just prompt an LLM. It spawns a dedicated Jac Walker for each patient that traverses their unique care graph daily. It translates plain-language patient replies into clinical risk scores natively.

Active Patient Walkers

Patient Name Diagnosis Node Risk Status
RK
Rajesh Kumar
#CW-104
Type 2 Diabetes + Mild Cardiac Stable / Monitoring
Priya Sharma
#CW-892
Post-Op Knee Surgery Stable

Live Agent Sandbox

Connected to Walker
Walker initialized for Rajesh Kumar. Traversing: [Symptoms to Watch]
Namaste Rajesh ji, checking in on your recovery. Have you experienced any chest pain, dizziness, or shortness of breath today?
CareWalker Agent • Just now