Fabrix.ai Earns Recognition from EMA for Production-Ready AgentOps Platform
Fabrix.ai has been acknowledged by Enterprise Management Associates (EMA) for its advanced Agentic AI Operational Intelligence Platform, showcasing operational maturity and smooth real-world integration. This recognition highlights Fabrix.ai’s progress in delivering a next-generation AI-driven operations (AIOps) platform tailored for complex enterprise environments.
Innovative Platform Architecture Enables Autonomous Operations
The platform’s foundation is a tri-fabric architecture that integrates data, automation, and AI into a composable, low-code framework. It includes:
- Data fabric: Over 1,700 bots handle telemetry ingestion and transformation.
- Automation fabric: Supports policy-driven workflows and service remediation.
- AI fabric: Manages agent lifecycle, persona control, and governance.
This setup allows autonomous agents to correlate signals, make decisions, and initiate downstream actions. These actions are governed by persona-defined guardrails, explainability storyboards, human-in-loop workflows, and evaluation agents to ensure accountability.
Seamless Integration Through Model Context Protocol
Fabrix.ai’s platform supports Anthropic’s Model Context Protocol (MCP) standard, which positions it as an orchestration layer for federated agents. Natural language copilots powered by MCP clients can comprehend user queries, generate responses, and coordinate actions across the data, automation, and AI fabrics. This approach addresses the gap between observability and intelligent execution within enterprises.
Validated Through Demonstrations and Partner Ecosystem
Initially introduced at IT Press Tour, Fabrix.ai’s platform maturity was confirmed through live demonstrations at the Agentic AI Demo Day and Cisco Live 2025. The platform integrates deeply with Cisco infrastructure—such as Meraki, SD-WAN, Catalyst Center, ACI, VMware, and AppDynamics—and visualizes these connections via Splunk ITSI service maps and dynamic KPIs.
Upcoming Showcases at Major Industry Events
Fabrix.ai’s joint solution with Cisco and Splunk will be featured at Splunk .conf 2025 in Boston (Sept 8-11) and Gartner's IOCS conference in Las Vegas (Dec 9-11). These presentations will demonstrate AI agents and AIOps capabilities integrated with Splunk ITSI, including automated content pack creation, service desk agents, and comprehensive digital experience monitoring across various Cisco domains.
Industry Leadership in Operational Excellence
Dan Twing, President & Principal Analyst at EMA, noted, “Fabrix.ai’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.”
Shailesh Manjrekar, CMO of Fabrix.ai, added, “This recognition from EMA validates our vision of making agentic AI truly operational for enterprise environments. We’re reimagining Agentic AI operations with AgentOps by embedding Model Context Protocol, governance, and explainability into every agent interaction.”
EMA Highlights Five Key Impacts of Fabrix.ai’s Platform
- Operational Agentic AI: Autonomous agents actively observe, analyze, and act in production environments.
- Integrated Observability and Automation: Tight integration of telemetry pipelines with automation fabric.
- Multi-Agent Interoperability: MCP enables coordination across hybrid systems, avoiding vendor lock-in.
- Built-in Governance: Storyboards, agent personas, and guardrails enforce compliance and accountability.
- MCP Server Innovation: Allows any agentic framework to utilize Fabrix.ai’s data and automation tools.
Building on a Proven AIOps Foundation
Formerly known as CloudFabrix, Fabrix.ai was recognized in EMA’s AIOps Radar for 2024. The company has evolved from a data-centric AIOps provider to a comprehensive agentic AI orchestration platform, maintaining strengths in low-code extensibility, broad integrations, and efficient deployment.
About Fabrix.ai
Fabrix.ai offers an AgentOps platform that supports autonomous, multi-agent workflows across enterprise IT environments. Its tri-fabric architecture combines data, automation, and AI to deliver real-time remediation, root cause analysis, and governance-ready orchestration across IT domains.
About Enterprise Management Associates (EMA)
Founded in 1996, EMA is a respected IT research and consulting firm dedicated to providing actionable insights. They help organizations make informed technology decisions through independent research and market analysis. Learn more at enterprisemanagement.com.
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