Observed arrival · 2026-08-29
Airmetal, the control plane between GPU racks and invoices
Airmetal coordinates bare-metal GPU fleets from hardware discovery and fabric bring-up through tenant handover, metering, contracts, repairs, and RMAs.
Field notes
The product models a GPU fleet across operational stages rather than treating provisioning as an isolated scheduler task. Its example spans four sites, eight fabric pods, 40 racks, and about 600 servers, with nine bring-up phases and integrations named for NetBox, Ironic, Redfish, DCGM, and UFM. The homepage also shows an operator surface with 12 sections and 35 views, alongside a tenant portal intended to expose allocation and provisioning information.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
One card from the complete issue