The Lab

Experiments in quantifying the uninsurable.

I am currently building AION, an AI-native underwriting engine designed to bridge the gap between technical space data and insurance capital.

This feed documents the build in real-time: the technical bottlenecks, the architectural pivots, and the solutions required to deploy a working Risk Engine.

Active Module: M2 (Context & Explainability)

AION Saif Shah AION Saif Shah

AION: Module 1 Phase 2

Phase 2 of AION’s Risk Engine was about moving from a working prototype to something an underwriter could actually trust. I rebuilt the core logic around survival curves, calibration, environmental sensitivities, and a clearer mission view to make risk reasoning easier, not flashier.

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