Panacea Ops is the AI-native operations layer that keeps frontier-scale GPU fleets healthy, self-healing, and running — so the intelligence race isn't lost to a bad NIC.
Reasons against your fleet's own history — not a static threshold.
A graduated remediation ladder — gated, scoped, and logged.
Built-in checks show health returning on your own hardware.
As GPU fleets scale from a few racks to thousands of nodes, manual operations stops scaling long before the hardware does.
We're taking on a small number of design partners to prove the loop on real hardware.