Auriko
Route and monitor model inference with provider and budget controls
Measure AI inference quality, usage, and failures across deployment options

Inferock combines model access with measurement of inference performance, usage, and failures. Its Watch offering connects a user's own provider accounts, while Serve supplies managed serverless access and Dedicated offers reserved capacity. Teams can inspect recorded calls, timing, cost information, and checks against their application's requirements.
The service ties detected failures to supporting evidence and defines service-credit terms for eligible cases. Its proposed confidential inference architecture is qualified separately for each route, model, and configuration; it does not automatically apply to ordinary Watch connections. Availability, billing, and service terms are confirmed before activation, making the chosen deployment arrangement central to how the product is used.
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