Context and Problem

Context

Product Context

The internal product addressed a practical enterprise problem: business users worked with complex operational reports, but the data was difficult to interpret without spatial context.

The system allowed users to visualize enterprise data on a map, link business metrics to railway infrastructure, work with map layers, and analyze objects in relation to the railway graph.

The external B2B direction reused the same infrastructure and architectural base, but required a more configurable model: client-specific layers, dynamic business metrics, on-premise deployment, and stricter product-level documentation.

Problem