One cloud. Every team. Your infrastructure.
KovaServe is the Agentic Inference Cloud for your org. One API with isolation, budgets, audit, and resume across every GPU pool and every internal team. Managed or fully self-hosted with identical semantics.
Teams share GPU pools with no isolation. No per-team audit. Sensitive data can't leave your VPC. One runaway job degrades everyone's latency. You're duct-taping this with scripts.
One API. Inference + runtime + state + recovery, bundled. Deploy managed, self-hosted, or air-gapped with the same semantics.
Primitives you'd otherwise build for a quarter.
Per-team, per-project isolation
Hierarchical tenants: organization → team → project → environment. Per-team GPU quotas, model ACLs, and rate limits. No noisy-neighbor degradation.
Per-tenant audit trail
Every run, step, and model call is attributable to a team, project, and user. End-to-end replay for compliance, security review, or incident response.
Air-gapped self-hosted
Deploy inside your VPC with zero data egress. Identical semantics to managed. No feature split between hosted and on-prem.
Runaway protection, org-wide
Hard budget caps per team, per project, per run. No single workload can run a department out of its quota.
Open, programmatic cloud
Every capability is a public API call. Wire it into your ServiceNow, Slack ops, FinOps tooling. No closed loops.
What changes for enterprise ai platforms.
Without KovaServe
- Teams share GPU pools → noisy neighbors
- Audit = grep logs across 12 services
- Data has to leave VPC for inference
- Runaway job eats everyone's latency
- FinOps = guess per team
- On-prem feature split vs managed
With KovaServe
- Hierarchical tenants → per-team quotas
- Audit = one API call per run
- Self-hosted with zero egress
- Runaway job hits its cap at the boundary
- FinOps = attributed per project
- On-prem = identical semantics to managed
Three levels. Pick one and ship.
Deploy KovaServe inside your VPC or use the managed tier. Route one team's traffic through the gateway. Compare metrics.
Provision the tenant hierarchy. Grant teams their quotas. Wire audit feeds into your existing compliance pipeline.
Every AI workload in the org goes through KovaServe. Budget caps, audit trail, and replay become org-wide defaults.
Numbers that matter for this workload.
Per-team budgets. Per-tenant audit. Per-project quotas.
Self-hosted parity. Same features, your VPC.
Air-gapped option available on request.
Open API. Integrates with your existing FinOps.
Self-Hosted tier. Flat annual, your infra, air-gapped option.
Three steps. Most teams ship within the hour.
Sign up
Create a free account. Credit card, no sales call.
Change your base URL
One-line swap in any OpenAI-compatible client. You're now calling the Agentic Inference Cloud.
base_url = "https://api.kovaserve.ai/v1"Ship
Every call is now a durable run. Inference, runtime, state, and recovery, bundled. Cache savings and cost attribution come automatically.
Stop assembling inference, runtime, state, and recovery yourself.
Call the Agentic Inference Cloud instead.
Design partner program open. 5 slots this quarter.