Unified AI Model Gateway — Those Dark Arts

Local AI inference & infrastructure
Data sovereignty & local control

Applications should not have to absorb every backend's request shape, streaming conventions, availability state, or failure format. The gateway places one typed request boundary in front of those differences.

Unified AI Model Gateway — technical architecture diagram — **technical architecture diagram**One stable request enters a provider-neutral gateway boundary. Compatibility and availability guide a compatible call, while streamed or complete output returns through one response contract. Attribution and failure context remain attached, and interrupted accepted work is recoverable.

Inside that boundary, compatibility and current availability inform routing without changing the application contract. Streamed fragments and complete outputs return through the same normalized response role.

Usage and failure context stay attached as work crosses the boundary. Accepted work can recover from an interrupted connection without silently starting a second request.

Technical territory

inference gatewaystreaming responseshealth-aware routingusage attribution