What it sells
Fast, reliable, reproducible AI with GPU live migration
Business model breakdown
Buyer: who owns the budget?
Infrastructure/platform heads at inference providers, GPU neoclouds, digital-native companies, research computing and pharma/biotech.
Trigger: what makes them buy now?
UnverifiedIdle or wasted GPUs from spot reclaim, cold starts and restarts of long training jobs.
Workflow: what inputs become what output?
Save, migrate and resume CPU/GPU containers live on Kubernetes or SLURM with no code changes.
Economics: what it saves and how it charges
UnverifiedRaises fleet utilization, tokens and margin per GPU and revenue per MW; subscription model not stated.
Distribution: how it reaches customers
Demo-led (Schedule demo), docs, benchmarks and tokens-to-GPUs calculator.
Funding history and coverage
| Round date | Stage | Amount | Investors | Source |
|---|---|---|---|---|
| — | Y Combinator Summer 2023 | — | Y Combinator | ycombinator.com |
Profiles summarize public reporting and company websites. Business-model notes are MaxBC's reading of that material, not confirmed facts; unknowns are left blank rather than guessed. Updated 2026-10-12.