1
2
3
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Cloud
AWS · Azure · GCP
Applications
APM · Logs · Traces
Security
SIEM · XDR · IAM
Observability
Metrics · Logs · Events
Network
Routers · Switches · DNS
ITSM
ServiceNow · Jira · CMDB
Infrastructure
Servers · Storage · OS
Data
Databases · APIs · SaaS
Agentic AI for IT Operations
Your AI SRE & Ops Teams, Supercharged with AI Agents.
Built on a Living Ontology, Universal MCP connectivity, and Agent Observability - Fabrix.ai gives operations teams agents that investigate, reason, and act across every IT domain.
GLOBAL CUSTOMERS & PARTNERS
How Fabrix Works
Every IT signal. Every system.
One Intelligent AI Platform
.
Fabrix connects 250+ Data Integrations and 2000+ Data/ML Bots into a unified intelligence fabric, deploying domain-specific AI agents to monitor, diagnose, and resolve - autonomously.
IT Data Sources & Integrations
Fabrix Agentic AI Platform
Agentic Use Cases
📉
Dynatrace
Observability
📶
Juniper Mist
Wireless
🌐
VMware Velocloud
SDWAN
🛰️
Cisco vManage
SDWAN
🖥️
VMware vCenter
Virtualization
📦
Kubernetes
Containers
🔀
Arista
Networks
💡
SolarWinds
Monitoring
📟
Zabbix
Monitoring
🗄️
Pure Storage
Storage
🪟
Windows
OS
🐧
Linux
OS
FabrixONE Agentic AI Platform
AI Agent Domains
🔍AI SRE
📡NetOps
🖥️AIOps
💻DEX
🛡️SecOps
💼BizOps
Context & Cache Engine
LIVING ONTOLOGY Covered Partial Gap
TOPOLOGY Healthy Warning Critical
LLMs
+ more 2,000+
Pre-built Bots
🕵️
Recon & Threat Analysis
SecOps
👤
User Behaviour Risk Analysis
SecOps
🔐
Compliance Automation
SecOps
📦
Case Management Agents
BizOps
💰
FinOps Cost Optimization
BizOps
🔌
VPN Health Check Agent
DEX
💻
Digital Employee Experience
DEX
📲
Endpoint Performance Agent
DEX
☁️
AWS MSP Agentic Ops
Cloud
🌐
Multi-Cloud Governance
Cloud
⚡
Autonomous Incident Response
ITOps
🔍
Root Cause Analysis (RCA)
Digital SRE
70%+
MTTR Reduction
Faster mean-time-to-resolution.
85%+
Noise Reduction
Reduction in alert noise.
90%+
Investigation Reduction
Reduction in manual investigation time.
<5 min
Time to action
Average time from detection to action.
Purpose-built intelligence
Your Specialist AI Agents are ready.
Specialized agents augment your teams across the full operational lifecycle - from signal to resolution.
Illustrative operational targets; results vary by environment, workflow, and deployment.
Put AI Agents to Work
One agentic platform to design, deploy, operate, and observe AI agents - on-prem or cloud
Too many alerts, not enough answers. Fabrix.ai's AIOps agents correlate events across every domain, pinpoint root cause fast, and route safe remediation - with your team in control at every step.
Key Agents:
- RCA Agent
- Incident Assignment Agent
- Anomaly Detection Agent
- Remediation Agent
- DEX Analyst
Key Benefits:
Accelerated RCA:
Pinpoints primary failure cause across domains in minutes, not hours.
Intelligent Automation:
Safe, explainable remediation executed with guardrails and full audit trail.
Human-in-the-Loop Safety:
Your team approves every action - transparency and control at every step.
Proactive network intelligence - from config compliance to traffic analysis. Fabrix.ai NetOps agents detect drift, audit changes, and surface anomalies before they impact services.
Key Agents:
- Config Compliance Agent
- ACL Change Audit Agent
- Netflow Analysis Agent
- Network Anomaly Detection Agent
- BGP & Routing Intelligence Agent
Key Benefits:
Continuous Compliance:
Detect config drift and policy violations the moment they happen.
Change Intelligence:
Audit every ACL and config change with full context and blast-radius analysis.
Traffic & Flow Analysis:
Netflow intelligence that surfaces anomalies and capacity risks before they escalate.
Stop reacting to symptoms. Get full-stack visibility across your ITOM stack - then pair it with autonomous agents that cut noise, detect anomalies early, and reduce MTTR before an incident escalates.
Key Agents:
- Asset Health Reporting Agent
- Uptime & Availability Agent
- Anomaly Detection Agent
- KPI Forecasting Agent
- Alert Optimization Advisor
- RCA Agent
- Remediation Agent
Key Benefits:
Full-Stack Visibility:
Unified observability across cloud, on-prem, and hybrid infrastructure.
Intelligent Noise Reduction:
Agents correlate and suppress alert noise before it reaches your team.
Proactive Anomaly Detection:
Identify emerging issues and forecast failures before they impact services.
Always know what you own, where it is, and what it's doing. Fabrix.ai's Asset Intelligence agents deliver real-time inventory, lifecycle health, and capacity insights - so you stay compliant, secure, and cost-efficient.
Key Agents:
- SACM Asset Intelligence Analyst
- Asset Lifecycle & Capacity Analyst
- Asset Plan-of-Record Agent
- Asset Upgrade Spotter
- Compliance & Audit Agent
Key Benefits:
Real-Time Inventory:
Continuously updated asset records across cloud, on-prem, and hybrid environments.
Lifecycle & Cost Intelligence:
Know what to refresh, retire, or right-size - years in advance.
Compliance Readiness:
Audit-ready asset records with dependency mapping and control validation.
Get more from your Splunk investment. Fabrix.ai agents accelerate onboarding, clean and enrich your data, and surface actionable insights across Splunk Core, Cloud, and ITSI - faster than any manual process.
Key Agents:
- Splunk SIEM Agent
- Data Prep & Ingestion Agent
- ITSI Analyst & Resilience Agent
- Service Desk Agent
- PlatformOps Analyst
- Data Analyst Agent
Key Benefits:
Faster Time to Value:
Accelerate Splunk onboarding and data prep with zero manual configuration.
Richer Insights:
Enrich Splunk data with full IT context from the Enterprise Knowledge Graph.
Decisive Action:
From ITSI service health to incident response - agents drive outcomes, not just dashboards.
Unify VAPT, SOC, and GRC with agentic speed and governance you can trust. Shrink dwell time, prove control health, and automate safely - with full human oversight.
Key Agents:
- Automated Reconnaissance Agent (VAPT)
- Exploit Assistant (VAPT)
- User Behavior Analysis Agent (SOC)
- Patch Prioritization Agent (SOC)
- Compliance Mapping Agent (GRC)
- Control Validation Agent (GRC)
Key Benefits:
Shrink Dwell Time:
Detect and respond to threats faster with agents that work across SOC, VAPT, and GRC.
Proven Control Health:
Continuous compliance mapping and control validation - audit-ready at all times.
Safe Automation:
Every automated action governed by guardrails, explainability, and human approval.
No waiting for vendors to ship MCP support. Fabrix.ai generates MCP tools for any system - modern or legacy, API-driven or not - with zero code, so every tool in your stack becomes agent-ready immediately.
Agents available today for:
- Dynatrace · New Relic · Datadog
- ServiceNow · Jira Service Management
- SolarWinds · PRTG · Zabbix
- Cisco Meraki · Catalyst Center · Nexus Dashboard
- Cisco Firepower · Juniper Mist · VMware vCenter
- Splunk · Elastic · IBM QRadar
- NetApp · BMC · HPE · Infoblox · Prometheus · Grafana
- AWS · Azure · GCP · Any Legacy System
Dynamic MCP tool generation - zero code, any system, agent-ready instantly
Key Benefits:
Maximize Existing Investments:
Every tool you already own becomes agent-ready - without rip-and-replace or new vendor contracts.
No Code, No Wait:
MCP tools generated dynamically for any system - modern APIs or decades-old legacy, it doesn't matter.
Unified Agent Control:
One control plane governs agents across all your tools - Fabrix.ai built or your own.
FabrixONE platform
One AI platform for
Enterprise IT Operations
FabrixONE connects your tools, agents, and operational data into one control plane - without forcing a rip-and-replace.
-
Keep your existing tools and data sources
-
Bring third-party or home-grown agents
-
Build governed agents around your workflows
-
Turn cross-domain signals into verified actions
Transformational outcomes
Enterprise outcomes.
Not AI pilots.
FabrixONE moves from proof of concept to operational value across complex, high-stakes environments.
01
Fortune 100 Enterprise Customer
Energy and infrastructure operations
$1.2M
Annual savings
One agent layer across existing tools, with automated root-cause analysis and production workflows.
Read the Case Study02
Global Consulting Services Leader
Hybrid cloud and on-premises operations
9 min
Detection to verified recovery
A digital SRE agent connected service, observability, network, and cloud teams without a bridge call.
Read the Case Study03
Tier-1 Telecommunications Provider
Mobility, packet core, and data center
6 weeks
On-premises go-live
Automated correlation and root-cause analysis across complex live-traffic network environments.
Read the Case StudyReady to create apps, agents, and workflows in minutes?
Get Started with Fabrix VibeOps
Connect the tools you already run, describe what you need in plain language, and VibeOps builds the agents, apps and workflows your teams use every day - governed, observable and production-ready.
1.Pick your tools
2.Vibe Code with Fabrix VibeOps
3.Create bespoke experience
SIEMSplunk 
APMDynatrace 
NPMSolarWinds 
IPMDatadog 
ITSMServiceNow
More ITOps toolsYour existing environment
FabrixONE Platform
Fabrix VibeOps
create a unified ops experience using my tools + context
Agents
Triage, diagnose, recommend, and act.
Apps
Purpose-built workflows for every team.
Workflows
Auto-remediation from trigger to done.
Your environment in. Your bespoke experience out.
SOC 2 Certified
Enterprise-grade security,
built in - not bolted on
SOC 2 certified, deployable on-prem or in your private cloud. Role-based access, full audit trails, and guardrails on every agent interaction.
Read the security overviewNVIDIA Inception
Program Member
Covering all deployment needs
Agents run natively on your NVIDIA GPUs - on bare metal, private cloud, or hosted endpoints.
Learn MoreWhitepaper
Why enterprise agents need different architecture
Agents stall between pilot and production because of missing infrastructure, not model quality. A blueprint for the 16 challenges they hit at enterprise scale.
Read the whitepaperVideo
Why a Fortune 500 chose agentic AI over AIOps
See why a Fortune 500 enterprise moved past rule-based AIOps to a workplace of digital workers - Fabrix.ai agents running operations alongside their teams.
Watch the videoHow to Build a Business Case for AIOps in your Organization?
AIOps Operating Model & Its Economic Benefits
Download Whitepaper- ROI -0+%
- Benefits PV -$0.00M
- NPV -$0.0M
- Payback -0Months
Fabrix.ai in Media
Check our latest News & Press Releases
Fabrix.ai Selected as the Agentic Operational Intelligence Platform for the AWS Managed Service Provider Recommended Toolkit
Fabrix.ai demonstrates production-grade agentic operations at CiscoLive 2026
Image courtesy: SiliconAngle
From AIOps to AgentOps: Why Unified Operational Intelligence Is Becoming the Next Enterprise Imperative
Fabrix.ai Named in Multiple Gartner® Agentic AI Reports Across AI SRE, Observability, CSP Assurance, IT Operations...
Mind the AI value gap: How operational intelligence is defining the agentic workforce
Image courtesy: The Cube Research
Why AI pilots fail - and how agentic operations aim to bridge the enterprise gap
Image courtesy: The Cube Research
Telemetry to takeoff: Inside the race for an agentic AI platform that scales
Image courtesy: The Cube Research
AI-driven operations take center stage as enterprises shift to proactive intelligence
Image courtesy: The Cube Research
Validated across AIOps, Observability,
AI Agents & GenAI.
Cited or featured in 16+ analyst reports across Gartner,
GigaOm, Forrester & EMA - 2023 through 2026.
Trusted across industries
How Fabrix.ai is enabling
top-tier IT organizations.
Ten industries, one operational intelligence layer - each voice below shaped by the reality of the domain it runs in.
Featured
★★★★★