Building GigShield: Instant Protection for Gig Workers with a First Risk Engine

Gig workers lose income for reasons they cannot control: heavy rain, platform outages, curfews, poor air quality, and local disruptions. Most traditional claim systems are slow, manual, and stressful at the exact moment people need help. I built GigShield to explore a different approach: parametric protection that can trigger payouts automatically when predefined external conditions are met, with fraud controls and verification built into the flow. The product idea GigShield is designed around one simple promise: if covered disruption conditions happen, workers should know quickly whether they are eligible and how much they will receive. The app includes: Tiered weekly plans with clear coverage limits Trigger-based payout logic (weather, platform, and social disruptions) A transparent decision flow with explicit reason codes Fraud checks before settlement for risky claims A full payout lifecycle from event detection to receipt Why this was interesting to build Most demos stop at UI. I