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NGO · AI

AI-assisted case management system

Designed and shipped an AI-augmented workflow tool that reduced manual case triage for a field operations team.

CLIENT
Helios Field Operations
ROLE
Full-stack engineer
TIMELINE
8 weeks
CHALLENGE

Helios Field Operations handled hundreds of case reports weekly through manual email triage and spreadsheet tracking. Case prioritization was inconsistent and critical cases sometimes waited days before assignment.

SOLUTION

I built a case management platform with AI-powered triage that automatically classifies incoming reports, suggests priority levels, and routes cases to the right team members. The system integrates with their existing email workflow and provides a real-time dashboard for supervisors.

TypeScriptNext.jsAI Integration
OUTCOME
↓ 40%
manual triage hours
< 2h
critical case response time
95%
classification accuracy

The field team now processes cases in real-time with AI-assisted prioritization, freeing up coordinators to focus on the cases that need human judgment.

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