AN AINU DIGITAL PRODUCT CONCEPT

Private AI.
Your infrastructure.
Your control.

AI Refinery is a proposed private AI deployment platform concept for organisations seeking greater control over where AI workloads run, how models are accessed and how usage is governed.

THE IDEA

A more considered approach to private AI.

For organisations handling confidential, regulated or commercially sensitive information, public AI services may not always be the right deployment choice.

AI Refinery is conceived around running supported open-source AI models within an organisation's own infrastructure, private cloud, VPC or appropriately isolated environment—subject to the selected architecture, network configuration and model requirements.

PROPOSED CAPABILITY AREAS

Control, visibility
and governance.

The platform's precise feature set and availability will be confirmed as it is built, validated and released.

01

Model catalogue

Explore supported text, embedding and vision models, with evaluation of available configurations.

02

Model deployment

Select a supported model and configuration for deployment in the chosen environment.

03

Application integration

Connect compatible applications through an API endpoint where supported.

04

Governance & access

Explore role-based permissions, authentication, approvals and auditability.

05

Intelligent routing

Route requests to configured models for text, code, embeddings or vision.

06

Monitoring

Gain operational visibility into request volumes, latency, usage and errors.

DEVELOPMENT STATUS

A concept in development.

AI Refinery is a proposed product concept. Deployment options, integrations, security controls and availability will be confirmed only after the platform has been built, tested and reviewed. We welcome conversations with organisations interested in private AI deployment.

Enquire about AI Refinery ↗