Enterprise AI

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.

Agent of an Agent

When an agent spawns another agent, the authority chain gets longer and the audit trail gets thinner. The runtime layer is the only place that can prove what actually happened at the end of the chain.

The 51-Point Gap: Why Enterprise AI Security Doesn't Match Adoption

Fifty-five percent of enterprises run agentic AI. Four percent are confident in their security posture. The 51-point gap is the runtime governance market, and the reasons it exists explain why workflow and identity governance alone do not close it.

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.

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

What Is an AI Firewall? Enterprise Guide to AI Security [2026]

What an AI firewall is, how it differs from a WAF, and how to deploy one in front of enterprise LLM applications in seven steps. OWASP LLM Top 10 2026 coverage and on-premises deployment.

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.

The AI Control Plane: Why Every Enterprise Needs One [2026]

AI Control Plane Guide: What is an AI control plane and why does Forrester call it the next infrastructure requirement? The enterprise guide to centralized AI governance, agent oversight, and compliance enforcement.

Smartflow 1.3: Every Enterprise AI Integration Pattern, One Governed Platform

What's Missing in Enterprise AI: Governance, Cost Control, and Compliance

APERION CEO Craig Alberino joins Startups Decoded to discuss why enterprise AI has a control plane problem, and what it takes to govern AI at runtime.