Platform architecture

Three planes: integration, inference, and risk productization.

NADIR is designed for software-only deployment. Existing telematics and dashcam data are normalized through connector services, processed by drift and confidence inference pipelines, and published as compliance actions and Dynamic ADAS Risk API outputs.

Integration plane

Authenticate and ingest from Samsara, Geotab, and compatible telemetry feeds without replacing field hardware.

  • Connector adapters with source-specific schema mapping.
  • Frame, IMU, and route context time alignment windows.
  • Fleet, region, and vehicle profile normalization.

Inference plane

Model camera drift and confidence degradation using temporal filtering and policy-aware severity mapping.

  • Yaw and pitch residual trend analysis per vehicle.
  • Vibration and condition anomaly scoring.
  • Automated intervention routing by risk class.

Product plane

Generate legal-grade evidence artifacts and segment-level risk features from the same event graph.

  • Claims-ready intervention timelines.
  • Geo-indexed risk segment aggregation.
  • SDK and REST delivery for external consumers.

Reference services

Core service boundaries for production deployment.

ServiceFunctionOutput
Connector gatewaySource auth and ingestion orchestrationCanonical event stream
Orientation estimatorDrift and confidence residual scoringSeverity-ranked anomaly records
Liability timeline enginePolicy state and intervention linkingClaims-grade evidence graph
Risk segment builderCross-fleet condition aggregationDynamic ADAS Risk API payloads