Rudryon Information

A failed GPU is worth $25-30,000. Most are written off for want of a document. Accelerators fail -HBM remap banks exhaust, uncorrectable ECC accumulates, boards drop link width or throw hardware Xid codes. Under warranty, most of it is recoverable. It isn't recovered, because a claim has to be proven. That means reconstructing the failure after the fact: which counter crossed, when it crossed, and evidence that the device was operating inside thermal and power limits when it did. Days of log archaeology per board, owed to a vendor who will reject anything incomplete. Operations teams running production fleets do not have those days, so the claim is never filed and the loss is absorbed as depreciation. Rudryon builds the proof. One page per device: identity and firmware provenance, hard-fail counters read against RMA triggers, and the full thermal and power record that pre-empts a misuse finding. Every figure traces to source telemetry. Fields that cannot be measured are left blank rather than estimated - a pack is written to survive vendor scrutiny, not to argue. Assessment needs no infrastructure access. Operators send a list of failed serials; they get back a claimability read and a recovery figure. For fleets that want defects caught before they age out of warranty, continuous collection is read-only and outbound-only by design. Send your dead-GPU list. Find out what's still claimable. rudryon.com