Buyer screen

One technical core, different economic outcomes by stakeholder.

NADIR is purchased for different reasons across organizations, but each buyer group consumes a common graph of telemetry-derived reliability signals, interventions, and evidence lineage.

Fleet operations

Reduce safety exposure by detecting drift early and routing interventions fast.

Operational queueing by residual severity and route risk.
Bay-level calibration dispatch with closure tracking.
Program metrics for readiness and downtime reduction.

Claims and legal

Compress investigations with machine-generated, defensible event timelines.

Detection-to-remediation chain of custody records.
Policy context and action verification metadata.
Export bundles aligned to legal review workflows.

OEM and simulation

Ingest dynamic risk surfaces for validation and release quality controls.

Condition-specific failure priors at route-segment granularity.
Scenario generation payloads through SDK and REST.
Launch risk benchmarking against production fleet signals.

Buyer value map

How adoption sequence and ROI profile differ by team.

Buyer	First KPI	Expansion trigger
Fleet safety	critical drift incidents prevented	site-level intervention automation
Claims	investigation cycle time	standardized evidence exports
Simulation	scenario realism uplift	risk API subscription expansion
OEM ADAS	release confidence stability	program-wide route coverage packs