Building a Real-Time Parametric Insurance System for the Gig Economy
Kavach is a parametric insurance platform designed for gig workers to provide instant payouts based on environmental risk detection and fraud-resistant verification.
Why it matters
Kavach addresses a critical gap in the insurance industry by providing real-time, automated coverage for gig workers facing unpredictable environmental risks, which can significantly impact their daily income.
Key Points
- 1Kavach aims to address the unpredictable nature of the gig economy by providing real-time, automated, and low-cost insurance
- 2The system uses a 'Sword & Shield' architecture - the 'Sword' detects environmental risks using AI models, and the 'Shield' verifies user authenticity through sensor data
- 3Payouts are triggered automatically when predefined risk conditions are met, without the need for manual claims
- 4The system is built on a modular MERN + AI architecture to ensure scalability and fraud resistance
Details
Kavach is a parametric insurance platform designed specifically for gig workers, such as delivery riders, who operate in unpredictable environments. The key design goals are to provide low-cost, instant payouts, and fraud-resistant coverage. The system works through three tightly coupled layers: 1) The 'Climate Oracle' AI model processes real-time weather data to compute a Gig Disruption Index (GDI) score, which triggers a payout when above a certain threshold. 2) The 'Sentry-AI' layer uses sensor fusion to verify the user's physical context, ensuring the claim is legitimate and not a result of fraud. 3) The 'Risk Controller' backend manages the liquidity pool and prioritizes payouts during peak events to prevent over-disbursement. The overall 'Sword & Shield' architecture combines risk detection and fraud verification to deliver a reliable and scalable parametric insurance solution for the gig economy.
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