AI Control Plane

Model Coverage, Routing, and Failover in Smartflow: What Enterprise AI Gateway Support Actually Means

How Smartflow supports any LLM endpoint through registry-based architecture, and how client-defined routing, failover, and task routing work. Model support is an architecture question, not an integration count.

The Assembly and the Assembler

The biggest names in AI and private capital just stood up services firms to make enterprise AI work. The ratio behind the move is one to six. There are two ways to sell that layer: as hours, or as a machine.

The Routing Layer Gets Named From Three Directions

Three constituencies named the routing layer between May 4 and July 12: capital, the channel, and the developer mainstream. All three agree on the position. None includes identity, inline policy, or evidence.

Loops Moved the Work Up a Level. The Risk Moved Down One.

The field moved from prompting agents to designing the loops that run them. The developer conversation has the right cautions. Inside a regulated enterprise, the loop's connectors reach actions that do not reverse, and what the agent sends to the model is a disclosure on its own.

Mythos, Daybreak, and the System Around the Model

A restricted frontier model leaked into a proxy this week before its evaluation finished. It raises the question two cyber systems already posed: is the capability the model, or the system around it? On offense, mostly the system. On defense, that answer is where the moat sits.

Runtime Plane vs Workflow Plane: The New AI Governance Split

Microsoft and ServiceNow both claimed the workflow plane in five days. The runtime plane is still open. Here is why that matters for enterprise AI procurement.

Two Weeks, Three Deals: The Agent Control Plane Is Being Assembled

ServiceNow Armis. Palo Alto Portkey. Cisco Astrix. In thirteen days the enterprise security incumbents stacked three deals onto the agent-era control plane. Each one occupies a different layer.

The Trust Fabric: Four Layers of Enterprise AI Governance

Workflow agent governance and runtime model governance are different categories with different buyers, different budgets, and different failure modes. The Trust Fabric integrates both.

ServiceNow Armis and the Agent-Era Control Plane

Cloud era split the control plane into three layers. Agent era is splitting the same way with different vendors. ServiceNow just spent $7.75B to own the middle layer. The bottom layer is still open.

APERION: AI Sovereignty for Regulated Industries

10x Faster. On-Premises. And Nobody Else Will Publish the Numbers: Why Your AI Gateway Needs a p95 Benchmark

What Is an Enterprise AI Gateway? The Definitive Guide [2026]

AI Gateway Guide: What is an enterprise AI gateway and why can't traditional API gateways handle AI traffic? The definitive guide to multi-provider routing, cost governance, semantic caching, and evaluation criteria.