Selvage

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SelvageStart building
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AI infrastructurewith aclean edge

Run voice agents, video models and LLMs on serverless GPUs. Cold starts in seconds, scaling that follows your traffic, nothing to babysit.

Concept customers

Why Selvage

The speed of a prototype with the discipline of production. GPUs that are ready when the request is.

The platform

Cold starts in seconds

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Time to first response

  • Selvage, warm snapshot3.1 s
  • Selvage, cold34 s
  • Provider A66 s
  • Managed Kubernetes142 s

Concept figures

Warm before you ask.

Containers come back from a memory and GPU snapshot, so a scale-up from zero answers in about three seconds, not a minute.

Elastic GPU scaling

Regions online

us-east1,240 GPUs11 ms to the nearest user

Capacity when you need it.

Draw on thousands of GPUs across regions and clouds. Scale from zero to a burst and back, and pay for the seconds you use.

Bring your own stack

terminal

$

ok Packed 2 files (5.0 KB)

ok Built the image in 6.4 s

ok Snapshot ready, 0 replicas idle

Scaling to 12 replicas0%

ok Live at https://voice-agent.example/v1

$

One command to production.

Ship a Python file or a Dockerfile. Any framework, any weights, no platform lock-in. Your code stays yours.

See every request

voice-agent, last 24 hours

requests per minute

p95 latency
212 ms
GPUs in use
38
Cost today
$412

Every token and frame, traced.

Live traces, GPU use and cost per request in one view, with alerts before your users feel a slowdown.

Use cases

Built for workloads that do not wait.

Answer in under 300 ms

Speech in, speech out, with turn-taking that feels like a person on the line.

212 ms p95

Transcribe an hour in a minute

Fan a long recording out across GPUs and get the transcript back while the kettle boils.

60x real time

Journal

From the workshop

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How we restore a GPU in three seconds

Dark indigo denim in low light, with a pale cotton selvedge edge and a red thread line

What a cold start actually costs

A GPU accelerator card on folded raw denim with a wide red ribbon threaded through it

A field guide to autoscaling voice agents