OEM-controlled actuation
Language understanding proposes structured intents. Vehicle policy, permissions and execution remain separate.
TRUST / RESPONSIBLE AUTOMOTIVE AILanguage intelligence
Language intelligence
with a hard boundary around vehicle action.
Trust starts with architecture. The language layer may interpret a request, but the OEM-controlled permission and safety layer remains the authority for vehicle actuation.
Credential isolation
Public interfaces do not expose provider service-account keys. Sensitive credentials remain server-side.
Measured evaluation
Accuracy claims are withheld until real Urdu audio is evaluated against a frozen held-out benchmark.
Provider-neutral architecture
Speech and AI providers remain replaceable so the durable language asset is not trapped behind one vendor.
Data minimization
Production deployments should retain only the data required by the agreed OEM use case and privacy design.
No invented certifications
This site does not claim automotive safety certification, production homologation or security certification that has not been obtained.