Dev.to Machine Learning2h ago|Business & IndustryProducts & Services

Building Zenvest: Instant Insurance Payouts Using AI & Real-Time Triggers

Zenvest is India's first parametric insurance platform built for gig workers. It uses AI and real-time data to automatically detect disruptions and trigger instant payouts, addressing the shortcomings of traditional insurance.

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Why it matters

Zenvest addresses a critical need for financial protection and stability among India's gig economy workers, who often lack access to traditional insurance.

Key Points

  • 1Zenvest provides parametric insurance for gig workers affected by external disruptions like weather, air quality, and platform outages
  • 2The system uses AI models for risk profiling, weather/disruption forecasting, fraud detection, and personalized plan recommendations
  • 3Zenvest is built as a progressive web app (PWA) to provide a seamless, friction-less experience for users with low-end devices
  • 4Instant payouts are triggered automatically when predefined conditions are met, without any claims or paperwork
  • 5The platform includes a dedicated fraud detection layer called 'Sentinel' to ensure trust and safety

Details

Zenvest was developed during a hackathon to address the pain points of gig economy workers in India whose income is entirely dependent on daily rides and deliveries. Traditional insurance fails them as claims take time, require extensive documentation, and payouts are often delayed or uncertain. Zenvest flips this model by automatically detecting disruptions like heavy rain, air quality spikes, or platform outages, and triggering instant payouts to users without any claims process. The platform uses AI/ML models for risk profiling, weather forecasting, fraud detection, and personalized plan recommendations. It is built as a PWA to provide a seamless, friction-less experience for users with low-end Android devices. The 'Sentinel' fraud detection layer ensures trust and safety by identifying GPS spoofing, suspicious activity patterns, and duplicate accounts in real-time. This allows the system to route clean claims for instant approval while flagging high-risk cases for human review. Zenvest aims to provide gig workers with financial security and dignity by ensuring continuity of income during external disruptions. The platform's Phase 1 prototype scored 4/5 stars in a hackathon, demonstrating its real-world impact and technical depth.

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