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QGI
Blueprint use case Enterprise pattern

Private model serving and routing

Serve QGI, open, and approved frontier models through one customer-controlled runtime with workload-aware routing and observability.

Scoped enterprise engagement · Suggested model mix: QGI models, approved open and frontier models, QGI Fusion routing, private inference infrastructure, and policy controls.

Conceptual product interface. Final capabilities and availability depend on deployment.
What it is

Enterprises accumulate separate model endpoints, routing logic, security controls, and monitoring layers that make cost, performance, and governance difficult to manage consistently. QGI approaches this as a governed application pattern rather than a standalone point solution.

Designed for Enterprise AI platform and model operations.

Capabilities

Built around the work—not the demo.

01
Runtime

Unified private serving

Expose approved language, coding, symbolic, and multimodal models inside the selected boundary.

02
Fusion

Workload-aware routing

Select models and tools according to task, risk, latency, cost, and data policy.

03
Operations

Operational visibility

Monitor model selection, performance, failures, policy decisions, and capacity without exposing customer data.

How it works

One governed path.

  1. 01

    Approve the model estate

    Define permitted models, deployment targets, data classes, and operating constraints.

  2. 02

    Configure routing and capacity

    Map workloads to the appropriate models, accelerators, fallbacks, and service levels.

  3. 03

    Operate with evidence

    Track routing, performance, policy enforcement, and changes as a governed platform record.

QGI / Blueprint use case

Put Private model serving and routing to work.

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