The Platform

One inference plane, everywhere your users are.

Aether stitches national-grade GPU clusters and thousands of edge sites into a single scheduling surface. Send a request; it resolves to the closest sovereign region, the cheapest capacity, or the lowest tail latency — automatically, and within the data residency you declare.

01

Anycast Inference Endpoint

A single URL routed to the nearest healthy replica. Session affinity for streaming and long-context models.

02

Residency-Aware Routing

Requests originating in the EU stay in EU nodes. Data never crosses jurisdictional lines you haven't approved.

03

Elastic GPU Pool

Burst from hotel-edge H100 fractions to core-IDC DGX pods without changing a line of code.

How a request flows

From client SDK to the closest sovereign replica — in one hop.

  1. STEP 1
    Anycast resolve
    Nearest PoP by BGP.
  2. STEP 2
    Residency check
    Enforce X-Residency headers.
  3. STEP 3
    Scheduler match
    Latency, cost, capacity.
  4. STEP 4
    GPU dispatch
    Edge or core, in-flight.
See platform in action

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