Veizik Enterprise provides workload qualification, runtime deployment, model governance, and production support — for teams running image and video generation at fleet scale.
We run your current model and quality target on your candidate hardware and report the numbers straight — same weights, same output target, reported GPU memory, host memory, throughput and cost per output. No slide deck, no estimate: a measured run you can check.
Same clip, same card — Wan2.2 image-to-video, native int8 vs. fp8 CPU-offload reference:
| Peak VRAM | Drift | |
|---|---|---|
| Veizik native int8 | 6.5 GB | −8…−11% |
| fp8 offload (reference) | 17.7 GB | −47% |
~2.7× less peak VRAM, less back-half drift. Full evidence record → Internal, single-run — not a claim about your workload until we measure it.
Evaluations, design-partner pilots and OEM/embedding agreements are scoped per engagement — typically a fixed-price two-week evaluation against your own model and hardware shortlist.
Talk to salesOrganisational deployment — multi-GPU on one machine, headless serving, and a central licence server for a fleet. Currently run as a scoped pilot with a measured report rather than sold self-serve, while the operational feature set (headless serve, central licence server) finishes shipping.
Every card in the box drives one render — distinct from running several independent single-GPU jobs.
Every render on the node, exportable — for teams that need a record of what ran, when, and on what config.
No desktop session required — drive the engine from a script or orchestrator.
Fleet-wide licence control from one place, instead of per-machine keys.
Veizik licensing covers the runtime; every underlying model keeps its own licence, territory restrictions included (HunyuanVideo excludes KR/EU/UK; FLUX.1-dev is non-commercial). Enterprise engagements include a written model-licence review for your target output and territory before you ship.
Model licences registryRedistribution, embedding inside another product, or running Veizik as a shared inference server or hosted service is an OEM or Business arrangement at any revenue — not a higher self-serve tier. Scoped per engagement.
Contact engineeringEnterprise inquiries reach the people who build the runtime. sales@veizik.com