Mandatory risk analysis reports before project initiation.

Essential for providing dedicated AI compute (e.g., 0.3 TOPS) for edge-side inference.

Strong collaboration with leading foundries and assembly/test houses is required to manage supply volatility, such as current MCU price adjustments due to capacity constraints.