Engagement
What’s included in this service?
Your cloud or ours
Your AWS, GCP or Azure account and VPC, or Applied Crew–managed inference. The same model, API and dashboards either way.
Autoscaling GPU serving
Serving that scales with your traffic and holds a 0.4s median latency at production volume.
OpenAI-compatible API
Existing clients and SDKs work against the new endpoint, so most integrations change a base URL, not application code.
Fallback and cost dashboards
Low-confidence tasks route to a frontier model automatically. Per-task cost dashboards show what every workflow spends.
