GangoAI

GangoAI develops Ichnos, a deterministic reasoning architecture for understanding how complex real-world systems change over time.

Ichnos works with existing operational and time-series data to build an individual evidence state for each system or asset. It tracks developing change, context, relationships between signals and assets, measurement health, recurrence and intervention response without requiring a separately trained predictive model for every machine, site or domain.

The architecture is designed for environments where traceability, data control and operational reliability matter. It is CPU-native and can be deployed at the edge, on-premise or within a customer-controlled private environment without requiring external inference services.

GangoAI has exercised the same core reasoning architecture across multiple physical and operational domains including water infrastructure, manufacturing, rail, energy, batteries, telecoms and longitudinal health data.

Our current commercial focus is critical infrastructure and industrial systems, where Ichnos can support earlier identification of deterioration, operational prioritisation, explanation of change and verification that maintenance or intervention has restored expected behaviour.