Outborn Agent Platform · Manual

Outborn AI runtime

Use Outborn AI as the managed AI runtime module inside Outborn Agent Platform, alongside provider subscriptions, APIs, local models, routing, fallbacks, and usage controls.

Applied guidance

Best practices for outborn ai runtime

Recommended

  • Choose a runtime source according to ownership, available models, and cost boundary.
  • Check failure and fallback behavior before relying on multiple sources.

Avoid

  • Do not combine Hosted AI credits, provider subscription allowance, and provider API billing into one quota.

How it fits together

Request
Routing policy
Runtime source
Provider/model
Response + usage

01

AI runtime overview

OutbornAI can route work through distinct runtime sources. The selected source determines where model access comes from and which allowance or billing boundary applies.

02

Hosted AI

Uses Outborn-hosted model access and Outborn plan or credit allowance.

03

Provider Subscription

Uses a connected user/provider account subscription allowance when that provider and authentication method are supported. It is not BYOK and it is not Provider API.

04

Provider API

Uses provider API credentials. Usage and billing follow the provider's API terms and account.

05

Model selection

Select models from the runtime sources available to the organization or agent. Availability can differ by provider, account, region, policy, and plan.

06

Multiple providers

An agent may have more than one runtime source. Configure the sources in the order you want them considered.

07

Routing priority

Priority expresses the preferred order of eligible runtime sources. It does not merge the allowance or billing of those sources.

08

Automatic routing

Automatic routing selects among eligible configured sources according to runtime policy and availability rather than forcing one provider for every request.

09

Fallback behavior

Fallback can move to another eligible configured source when a preferred source cannot serve the request. Authentication and policy boundaries still apply independently to each source.

10

Reasoning and effort

Where supported, reasoning or effort controls change how a model spends inference effort. Available values depend on the selected provider and model.

11

Usage and limits

Always read usage in the context of its source: Outborn allowance, Provider Subscription allowance, or Provider API billing.

Related documentation

Open Outborn Agent Platform ↗Outborn Agent Platform overviewContact Outborn