Fabrix.ai Sets New Industry Standard with Operational Maturity and Real-World Integration of Next-Generation AI-Driven Operations (AIOps) Platform
Fabrix.ai, the inventor of Agentic AI Operational Intelligence Platform and solutions today announced recognition from Enterprise Management Associates (EMA) for advancing enterprise-ready agentic artificial intelligence operations (AIOps) with operational maturity and seamless real-world integration. The comprehensive EMA Impact Brief highlights how Fabrix.ai is redefining operational intelligence through autonomous, multi-agent workflows across complex enterprise environments.
Breakthrough Platform Architecture Delivers Autonomous Operations
Fabrix.ai'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.ai 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.ai'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 solutionwill 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.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. 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.ai. “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.ai 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.ai's platform advancement:
— Agentic AI becomes operational-not experimental, with autonomous agents that observe, analyze, and act across production environments
— LLM and Agentic application Observability and automation converge by design through tightly integrated telemetry pipelines with automation fabric
— MCP unlocks true multi-agent interoperability,enabling enterprises to avoid lock-in while coordinating AI actions across hybrid systems
— Governance, guardrails, and explainability are built inwith storyboards, agent personas, and guardrail frameworks, enforcing accountability.
— MCP Server innovationallows any agentic framework to leverage Fabrix.ai's data and automation fabric as toolsets
Proven AIOps Foundation Extended Through Agentic Innovation
Fabrix.ai (formerly CloudFabrix) was recognized in EMA's AIOps Radar for AIOps – 2024 and has evolved from a data-centric AIOps leader into a full-spectrum agentic AI orchestration platform. The company's system-level approach builds on proven platform strengths, including low-code extensibility, integration breadth, and efficient deployment profiles.
About Fabrix.ai
Fabrix.ai is redefining operational intelligence with a next-generation AgentOps platform built to support autonomous, multi-agent workflows across complex enterprise environments. The platform delivers real-time remediation, root cause analysis, and governance-ready orchestration across IT domains through its innovative tri-fabric architecture, combining data, automation, and AI capabilities.
About Enterprise Management Associates (EMA)
Founded in 1996, Enterprise Management Associates (EMA) is a leading IT research and consulting firm dedicated to delivering actionable insights across the evolving technology landscape. Through independent research, market analysis, and vendor evaluations, EMA empowers organizations to make well-informed technology decisions. Learn more at www.enterprisemanagement.com.
Resources:What AI Agents Are Getting Right – And Wrong – In Enterprise ITThe Network-First Advantage: How Fabrix.ai Redefines Observability from the Ground UpThe Evolution From AIOps To AgentOps: Agentic Operational Intelligence PlatformAgentic AI Makes Autonomous Enterprises A RealityAgentOps: Operationalizing Agentic AI
Media Contact:Shailesh Manjrekar408-421-4214399743@email4pr.com
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