Local AI Lab Audit

Local AI Lab Audit — private AI product

Hidden GPU bottlenecks, thermal headroom misuse, and model-routing inefficiency that waste money and burn uptime.

What you get

A one-day on-site audit of your local AI lab: ranked findings, a repair plan with owner + effort, and an APVA ROI estimate with optional dashboard setup.