AI Cloud · For startups
Nebius AI Cloud for funded AI startups.
If your AI bill is becoming a growth constraint, we help you move from prototype APIs to open-weight deployments on Nebius - so you can own your models, cut token burn, and ship faster without becoming an infra company.
The constraint
The AI bill that scales faster than the product
Token burn
Per-token API pricing scales with growth, quietly turning success into your largest cost line.
Infra distraction
Standing up a platform team pulls scarce engineers off the product you're actually shipping.
Speed to market
You need to ship faster than competitors, not stall on procurement and model plumbing.
The solution
How Zenvue + Nebius solves it
Own your models
Post-train open-weight models on Nebius so behaviour fits your product - and the weights stay yours.
Fix cost and extend runway
Move high-volume inference off retail API rates onto tunable Nebius capacity, and turn burn into runway.
Ship agents fast
Go from use case to production agents in weeks with our engineers - without hiring an infra team first.
Migration pattern
Prototype on proprietary APIs, migrate to Nebius when volume justifies it
The smart path isn't to rebuild everything on day one. It's to start fast, watch the numbers, and move the workloads that have outgrown retail pricing - keeping everything on one platform as you scale.
- 01Prototype on proprietary APIs
- 02Measure real usage and unit economics
- 03Move high-volume workloads to open-weight on Nebius
- 04Post-train and optimise for your tasks
- 05Keep building on one platform
Migration isn't mandatory on day one. It's a scale decision - you move when the volume and economics make ownership the obvious call, not before.
Ways to start
Startup-friendly engagement models
Credits
Start on Nebius credits to validate the economics before any commitment - low risk, fast to begin.
Fixed-fee pilot
A scoped, fixed-price pilot that moves one real workload and proves the savings on your numbers.
Architecture sprint
A short, intensive engagement to design your owned AI stack and the migration path to get there.
Ready to review your startup AI stack?
Bring your current setup and burn rate; leave with a clear path to owning your models and extending your runway on Nebius.