Latency and jitter between disparate controllers like battery management and motor control lead to system instability. Synchronizing triggers and analog-to-digital conversions across distributed chips ensures deterministic real-time vehicle response.

High computational loads and communication latency in legacy vehicle architectures prevent real-time response. Distributing control logic eliminates single points of failure and bandwidth saturation.

Loss of vehicle control during hardware or software malfunctions. Seamless transition between redundant systems prevents catastrophic operational failure.

Fragmented control signals across multiple electronic units cause processing delays and bandwidth saturation. Reducing these bottlenecks ensures real-time responsiveness in complex electrical architectures.