Requirements#

ML Execution
status: valid
security: NO
safety: QM
reqtype: Functional

The platform shall support the execution of traditional ML models on embedded automotive hardware.

ASIL-B ML Inference
status: valid
security: NO
safety: ASIL_B
reqtype: Functional

The platform shall support deployment of safety-certified inference backends and abstraction layers for ASIL-B use cases.

Efficient Embedded Runtime
status: valid
security: NO
safety: QM
reqtype: Non-Functional

The platform shall optimize runtime performance and memory usage to meet the constraints of automotive edge hardware.

Cross-OS Portability
status: valid
security: NO
safety: QM
reqtype: Non-Functional

The platform shall support portable AI components that run on both QNX (ASIL-B) and Linux environments.

Verified Model Execution
status: valid
security: YES
safety: QM
reqtype: Functional

The platform shall ensure model artifacts are verified via cryptographic signatures before execution, and model loading is restricted to trusted paths.

Static Backend Selection
status: valid
security: NO
safety: ASIL_B
reqtype: Functional

The platform shall select inference backends statically at build time to ensure deterministic runtime behavior.