Equinix has introduced Fabric Intelligence, a service designed to automate and optimize network infrastructure as enterprises scale artificial intelligence workloads across multiple distributed locations.

The new platform addresses a growing gap between AI applications, which depend on real-time connectivity across clouds, data centers, and edge locations, and legacy network architectures built around static configurations, ticket-driven workflows, and scheduled change windows, according to Equinix. The result is customers find it  increasingly difficult to scale AI applications.

Fabric Intelligence provides a suite of AI-native features enabling enterprises to design, deploy, and manage their infrastructure using intuitive tools like natural language, automated agentic workflows, and predictive insights. The system interprets telemetry from distributed infrastructure and dynamically adjusts network configurations to maintain performance, reliability, and security without requiring regular human intervention.

At the core of the platform is Fabric Super-Agent, an AI-driven control layer that lets network teams design, deploy, and operate infrastructure using natural language. It can be accessed through tools such as Slack, Microsoft Teams, and the Equinix customer portal and abstracts complex configuration tasks and provides automated recommendations, configuration support, and live performance insights.

According to Equinix, these agent-based workflows can reduce network deployment timelines from weeks to minutes by automating configuration, optimization, and maintenance tasks.

Fabric Intelligence also includes a set of Model Context Protocol (MCP) servers that allow AI development tools to interface directly with network operations. The MCP components are designed  to simplify how AI systems connect to high-performance, low-latency networks. They work with developer environments like ClaudeCode, OpenAI Codex, VS Code Copilot, and Cursor.

Another component, Fabric Application Connect, functions as a private, dedicated connectivity marketplace for AI services. It lets enterprises access inference, training, storage, and security providers over private connections, bypassing the public Internet and limiting data exposure during AI development and deployment.

Operational visibility is provided through Fabric Insights, an AI-powered monitoring layer that analyzes real-time network telemetry to detect anomalies and predict potential issues before they impact workloads. Fabric Insights integrates with security information and event management (SIEM) platforms such as Splunk and Datadog and feeds data directly into Fabric Super-Agent to support automated remediation.

Fabric Intelligence operates on top of Equinix’s global infrastructure footprint, which includes hundreds of data centers across dozens of metropolitan markets. The platform is positioned as part of Equinix Fabric, a connectivity portfolio used by thousands of customers worldwide to link cloud providers, enterprises, and network services.

Fabric Intelligence is available now to preview.