In the transformation of PCB (Printed Circuit Board) design from CAD (Computer-Aided Design) to CAM (Computer-Aided Manufacturing), DFM (Design for Manufacturability) review has always been a core hurdle determining whether products can be produced on production lines with high yield and low cost. Traditional DFM review relies on manual experience rules and static inspection tools (such as ODB++ Viewer and Valor).

The profound transformation of the automotive industry has positioned intelligent driving as a critical battleground where automakers compete for dominance. As the industry transitions from Level 2 (L2) driver assistance to advanced intelligent driving (Level 3 and above), the demands for computing throughput and data bandwidth within the perception, decision-making, and execution clusters have skyrocketed exponentially.

The explosive growth of generative AI, large-scale models, inference, training, and High-Performance Computing (HPC) is fundamentally reshaping server hardware architecture.