Infrastructure for the frontier
The control plane for workloads at the edge of intelligence.
Aether is next-generation infrastructure software for AI companies — a single, deterministic layer that sits between your models, your compute, and the systems that depend on them.
Trusted by platform teams at
- Northstar Labs
- Corvid
- Halcyon
- Metavent
- Orbita
- Quantia
The thesis
The bottleneck in AI isn't a single model — it's everything around it: scheduling, observability, and the quiet infrastructure that has to be correct every single time.
Most teams hand-roll the layer between models and production. Aether replaces those fragile, bespoke systems with infrastructure built to the same standard as the frontier models themselves — deterministic, observable, and fast by design.
infra.finality / p99 → deterministic
Platform
One layer between
your models and production.
Universal orchestration
One control plane for GPUs, CPUs, and serverless. Schedule, queue, and scale workloads across any provider without rewriting your stack.
Deterministic runtime
Reproducible execution with I/O pinning, traffic shaping, and contention isolation. What you see in staging is what ships.
Native observability
Traces, metrics, and logs correlated by request — not bolted on. Find the slow path in seconds, not hours.
Granular cost control
See spend per model, per tenant, per call. Enforce budgets, burst intelligently, and stop paying for idle capacity.
# traffic.rules → deterministic path
⇒ route: "prod"
region: eu-central · priority high
quota: {gpu_h100: 256, budget: 12k}
# observability · correlated trace
● p50=38ms · p99=142ms
◆ cost/call=0.0042 · trend −6%
In production
Running the frontier, reliably.
snapshot · last 30 days
Throughput
4.2M req/s
aggregate, p95 week
Latency
38ms p50
cross-region, cold start
Uptime
99.99%
trailing 12 months
Regions
32available
across 5 providers
Start building
Run the frontier on infrastructure that keeps up.
Provision a control plane in minutes. Pay for what you use. Move to production the same week.