/FEATURES
Everything is designed to maximize $/result.
Fractional GPUs/CPUs, per-second billing, and proof-based receipts—so users ship faster, spend less, and keep every unit of compute accountable.
/01
Per-Second Micro-Billing
- Per-second billing with price caps
- Regions + policies per workload
- Slice policies across vCPU, fractional GPU, RAM
/02
Fractional GPU/CPU Scheduling
- MIG/MPS configuration and batching
- Concurrency tuning with throughput/latency targets
- Clear $ per result metrics
/03
Plug-In to Your Stack Seamlessly
- Storage, CI/CD, observability integrations
- Dashboards for cost, utilization, and success rates
- Interop-first design; minimal friction
/04
Utilization & Cost Optimizer
- Defragment slices and place jobs intelligently
- Co-locate data and minimize transfers
- Optimize $/epoch, $/inference, $/frame
/05
Proofs & Audit-Ready Billing
- Verifiable receipts + reputation policies
- Optional attestations for regulated workloads
- Finance-ready exports and audit trails
/HOW IT WORKS
One loop: slice policies → packing → verification.
Kova’s signature: fractional compute with receipts that tie spend to measurable work.
/DETAILS
The stuff buyers actually ask about.
Interoperability, controls, and the defaults that keep fleets sane.
/01
Controls
Caps, alerts, regions, and slice constraints. Define the target state. Kova enforces it per job.
/02
Interop
Storage, CI/CD, and observability hooks. You bring your stack; Kova wires in cleanly.
/03
Security posture
Secure defaults: least-privilege, auditability, and policy-driven routing. Optional attestations where needed.