WhatA hosted, optimized platform that aggregates ADS-B, AIS, satellite, and conflict data into a single real-time map view with smart viewport culling and GPS jamming detection.
SignalThe creator spent enormous effort solving browser performance problems when rendering 30k+ moving entities — viewport culling, payload compression, debounced updates — suggesting that anyone wanting to build similar tools hits the same brutal engineering wall, and most give up.
Why NowADS-B, AIS, and satellite telemetry feeds have become freely or cheaply accessible in the last 2-3 years, while browser-based map rendering (MapLibre) has matured enough to handle real-time use cases that previously required expensive GIS desktop software.
MarketOSINT analysts, newsrooms, hedge funds, insurance underwriters, and government contractors; TAM ~$2-4B in geospatial intelligence; competes with Palantir (expensive, enterprise) and Dataminr (text-focused, not geospatial).
MoatEngineering complexity of real-time rendering at scale creates a meaningful barrier — the aggregation pipeline, viewport culling, and signal processing (GPS jamming detection) are hard to replicate well, and layering proprietary derived data (jamming zones, anomaly detection) compounds over time.