Platform

Architecture built for serious AI

inwire connects your models, infrastructure, and governance into a coherent system. The control plane orchestrates policy and lifecycle; the data plane handles scale and resilience; InferenceIQ and IGT ensure you are not wasting GPU or latency on misconfiguration.

Pillar 1

Unified control plane

One place to register models, manage deployments, enforce RBAC, and trace lineage from data through inference — with audit trails on every change.

Pillar 2

High-performance data plane

Inference Gateway and Neural Router work together for authenticated, metered, and intelligently routed traffic — without extra hops or opaque middleware.

Pillar 3

GitOps & automation

Kubernetes-native workflows, manifest generation, and CI/CD integration so platform and application teams share the same deployment language.

Pillar 4

Security by default

Tenant isolation, Vault-backed secrets, mandatory auth on APIs, and observability that satisfies security and FinOps stakeholders alike.

Explore individual products for deep dives, or talk to us about mapping the platform to your environment.