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NF-series storage servers (e.g. NF5280M6) have no GPU/outboard-PCIe topology, so the previous score gate (topologyScore==0 || boardScore==0 → return 0) always produced score=0 despite SystemManufacturer="Inspur" being available. These servers fell into mode=fallback, activating the AMI profile and probing /Oem/Ami paths that don't exist on the BMC. Add manufacturer-based detection: SystemManufacturer or ChassisManufacturer containing "inspur" contributes 60 points — enough to enter matched mode on its own. GPU servers with full topology+board signals still score higher as before. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>