Fabrix.Ai Recognized In Enterprise Management Associates (EMA) Impact Brief For Production-Ready Agentops Platform

Fabrix's next-generation platform features a tri-fabric architecture that combines data, automation, and AI into a composable, low-code framework. The platform includes:

• Data fabric with over 1,700 bots for telemetry ingestion and transformation
• Automation fabric for policy-driven workflows and service remediation
• AI fabric offering agent lifecycle management, persona control, and governance

This architecture enables autonomous agents to correlate signals, execute decisions, and trigger downstream actions-all governed by persona-defined guardrails, explainability storyboards, human-in-loop workflows, and evaluation agents.

Data, Automation, and AI Fabric Integration with Model Context Protocol

The platform's support for Anthropic's Model Context Protocol (MCP) standard positions Fabrix as an orchestration layer for federated agents. Natural language copilots powered by MCP clients can interpret user queries, generate agent responses, and coordinate actions across the fabrics, addressing the enterprise gap between observability and intelligent execution.

Real-world integration with ecosystem partners - AGNTCY, IBM, Cisco, and others

Initially unveiled at IT Press Tour , Fabrix's platform maturity was further validated through demonstrations at the company's Agentic AI Demo day and continued showcasing at Cisco Live' 2025 . The platform features deep integrations with Cisco infrastructure-including Meraki, SD-WAN, Catalyst Center, ACI, VMware, and AppDynamics-visualized through Splunk ITSI using service maps and dynamic KPIs.

Solution on display at Cisco Splunk's .conf and Gartner IOCS conference

The joint solution will be showcased at the upcoming Splunk .conf 2025, Boston, Sept 8-11th , and Gartner's IOCS conference, Las Vegas, Dec 9- 11 . It will demonstrate comprehensive AI agents and AIOps capabilities with Splunk ITSI integration, including automated content pack creation, service desk agents, and end-to-end customer digital experience monitoring across multiple Cisco domains.

Industry Recognition for Operational Excellence

"Fabrix's ability to deliver governed and explainable autonomous agents across complex IT domains-while maintaining accountability and compliance-sets an important standard for the industry. Their Cisco Live and Agentic AI Demo Day demonstrations showed agentic automation can be both powerful and practical, bridging the gap between observability and intelligent action," said Dan Twing, President & Principal Analyst, Enterprise Management Associates.

"This recognition from EMA validates our vision of making agentic AI truly operational for enterprise environments," said Shailesh Manjrekar, CMO, Fabrix . "We're not just adding AI to existing tools-we're reimagining how Agentic AI should be operationalized with AgentOps , using Model Context Protocol, governance, and explainability built into every agent interaction."

From EMA's perspective, Fabrix now exemplifies a rising category of platforms that treat agentic automation as a first-class operational layer rather than an add-on to legacy tooling. The platform supports orchestrated autonomy needed to bridge observability and action, scale governance, and move enterprises toward intelligent operations that are both agile and auditable.

The EMA Impact Brief identifies five key ramifications of Fabrix's platform advancement: