Private AI for automotive & mobility.

Find quality and service patterns across vehicles

A recurring repair can be hidden by different descriptions of the same symptom.

KOVA can be configured to work with these inputs: permitted vehicle telemetry, repair orders, test results and inspection images.

What the AI looks for

Cluster symptoms, detect unusual wear patterns and compare failures across component revisions.

What happens next

Create service-investigation tasks and suggest diagnostic checks with supporting evidence.

What SOS AI connects and configures

Vehicle-data permissions, workshop-system connectors and model testing by vehicle family.

KOVA runs the selected models locally. SOS AI combines the required model software, data connections and approved application tools around the job. Cameras, sensors, telephony and specialist applications are integrated where the workflow calls for them; they are not assumed to be present in every installation.

How to judge the result

No autonomous driving or safety-system control; measure correct grouping and diagnostic usefulness.