Own Development

Traffic Risk — IPIC Index

At Numinai we are building a risk system for V16 emergency beacon incidents in Spain. The IPIC index summarises the level of hazard around a given point, enabling risk comparison at any scale — from intersections to full motorway networks.

IPIC Traffic Risk Map — Madrid

Index

IPIC — normalised 0 to 1 risk score combining multiple hazard dimensions per road segment.

Coverage

Madrid metropolitan area — full road network including motorways, national roads and urban streets.

Technology

Geospatial ML · AWS API Gateway · Python / GeoPandas · Streamlit · Dynamic grid interpolation.

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