VITA INSURATECH — Zero-Touch Parametric Insurance for India's Gig Workers

A Swiggy delivery partner in Koramangala. Heavy rain. No orders, no income, no safety net. External disruptions cost gig workers 20–30% of monthly earnings — with zero protection. We built VITA INSURATECH at Guidewire DEVTrails 2026 to fix that. Zero-touch parametric insurance that auto-detects disruptions and pays workers instantly. No claims. No paperwork. Why Parametric? Traditional insurance is inaccessible for someone earning ₹600–800/day. Parametric flips it — rainfall crosses a threshold, payout is automatic. 6-Layer Fraud Pipeline Every claim passes through: Zone Match → Sub-Zone Overlap → One-Class SVM → DBSCAN Rings → Sensor Fusion → Work Activity Validation. Final decision by an XGBoost classifier. Dual-source weather (OpenWeather + IMD) + ARCE catches zone anomalies and raises proof thresholds automatically. Reserve buffer sits at 3.2x weekly claims, sustained by liquid mutual fund float returns. Premiums range ₹29–₹59/week with payouts up to ₹2,500 — priced by zone risk, r