AI solutionsShared across all subject areas

Model Gateway & Routing

Single controlled entry point for all model calls, handling provider selection, regional routing and policy enforcement.

Description

Routes every model call through one service that selects the provider and region, applies policy, records what was sent, and attributes cost. Turns provider choice, data residency and retention policy into configuration rather than code scattered across an application.

When it fits

Any multi-tenant deployment, anything with residency obligations, and any system likely to change model provider — which is all of them.

When it does not fit

A single-user prototype, where the abstraction costs more than it returns. Even then, keeping calls in one module makes the later migration trivial.

Governance requirement

The gateway is where residency and no-retention obligations are actually enforced. It becomes a critical-path component and needs its own availability and failover treatment.

Characteristic failure

Bypass. One team calls a provider SDK directly for a legitimate deadline reason, and the guarantee the gateway existed to provide is quietly no longer universal.

Example

A tenant in Frankfurt whose document extraction calls route to an EU endpoint under a no-retention contract, enforced by configuration rather than by developers remembering.

AI solution components6
  • Provider Abstraction Layer
  • Regional Routing Engine
  • Policy Enforcement Point
  • Request & Response Logging
  • Cost Tagging & Attribution Hook
  • Bypass Detection
AI opportunity solutions

Deliberately empty

Two different absences share this shape. Foundational solutions get built whatever the domain, so no domain links them; the rest are solutions this domain genuinely does not reach for. v_ai_solutions_unlinked separates the two.