A web-based SaaS tool that analyzes hardware components against a comprehensive compatibility database, calculates PSU load for drive arrays, checks software platform requirements (Proxmox, TrueNAS, Unraid, etc.), and provides build recommendations with performance estimates. Users input their existing or planned hardware to receive instant validation reports, power consumption forecasts, and optimization suggestions.

Home lab adoption is surging post-pandemic, while hardware supply chain fragmentation and platform complexity (ZFS, S2D, etc.) make compatibility more critical than ever. AI-driven analysis can now aggregate community data and spec sheets at scale to provide authoritative guidance.