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AI Agents That
at Enterprise Scale

Prebuilt agents for ITOps, NOCOps and AIOps.
Gartner-recognized across 4 Agentic AI reports Trusted by Fortune 500 enterprises SOC 2 certified · On-prem or cloud

Trusted Globally

IBM Cisco Splunk Significance Tata Communications LTIMindtree DXC Technology Hewlett Packard Enterprise Infoshare Varutra Genpact SHI Carahsoft Bellbox Hyundai TeraRecon ST Inc Aurora Healthcare Citi Happiest Minds OTP Bank Sify WWT

Bring AI Agents to Every Operations Team

Start with one team, then scale across ITOps, NetOps, SecOps, SRE, and BizOps — powered by one unified platform for agents, enterprise data, context, and governance.

The Agentic Enterprise Platform

Put AI Agents to Work

One agentic platform to design, deploy, operate, and observe AI agents - on-prem or cloud

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
See all Observability Agents
Fabrix.ai Observability Agents
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.

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
See all AIOps & SRE Agents
Fabrix.ai AIOps and Digital SRE Agents
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
See all NetOps Agents
Fabrix.ai NetOps Agents
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.

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
See all Asset Intelligence Agents
Fabrix.ai Asset Intelligence Agents
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
Fabrix.ai SIEM and Splunk Agents
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)
See all Cybersecurity Agents
Fabrix.ai Cybersecurity Agents
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.

Your tools don't need to wait for their vendors to ship MCP support. Fabrix.ai dynamically generates MCP tools for any system - modern or legacy, API-driven or not - with zero code. Every tool in your stack becomes agent-ready immediately, maximizing the return on your existing investments.

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
⬡ Fabrix.ai Agentic Platform Any Tool · Any System CISCO Cisco Dell Dell Technologies VMware VMware SolarWinds SolarWinds ScienceLogic ScienceLogic New Relic New Relic Dynatrace Dynatrace NetApp NetApp Juniper Juniper Mist splunk> Splunk ServiceNow ServiceNow BMC BMC Software HPE HP Enterprise Zabbix Zabbix PRTG PRTG Elastic Elastic Jira Jira PagerDuty PagerDuty Grafana Grafana Prometheus Prometheus Infoblox Infoblox IBM IBM

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.

Production-grade Agentic AI

The Three Foundations of
Production-Ready AI Agents

Context. Control. Orchestration. Everything agents need to move from demo to enterprise operations

Agentic Control Plane
Agent Orchestrator
Living Ontology
Layer 01 / Control

Agent Control Plane

Every AI action traced, governed, and explainable

A shared control layer for observability, approvals, policy enforcement, audit trails, PII masking, model usage, token spend, and agent behavior across teams, tools, and LLM providers.

Layer 02 / Coordination

Agent Orchestrator

From prompt to production workflow

A no-code orchestration layer that connects agents, tools, APIs, data sources, and workflows — enabling single-agent execution or multi-agent handoffs across ITOps, NetOps, SecOps, and BizOps.

Layer 03 / Context

Living Ontology

Always-on enterprise context for every agent

A continuously updated enterprise knowledge graph that grounds every agent in real assets, topology, dependencies, events, services, owners, and business context — not stale snapshots or disconnected alerts.

Living Ontology

A live Enterprise Knowledge Graph - continuously mapping every entity, dependency, and topology across your entire IT environment.

Every agent, grounded in your environment - not guessing.

  • Living map of every entity, dependency, and topology
  • Full-context reasoning - across every team and domain
  • Proactive risk detection, not reactive firefighting
  • Automate complex, cross-domain ops at scale
  • One shared intelligence layer
  • Real-time knowledge of your entire hybrid IT estate
Living Ontology
Why a Fortune 500 Picked Fabrix.ai

Hear directly from a global enterprise on why traditional tools failed them - and how Fabrix.ai's agentic platform delivered where others couldn't.

Watch Video
Why Siloed Observability Is Holding Your Teams Back

Explore how unified agentic operations - grounded in a shared Enterprise Knowledge Graph - fundamentally changes how enterprises operate at scale.

Read Blog

Agent Control Plane

Every AI interaction - traced, explained, and under control.

One dashboard for AI across your entire business - teams, apps, and providers. See usage, outcomes, and spend at a glance, then drill into any team, agent, or run.

  • Snapshot by department / team / app / provider
  • Cost, requests, and tokens at a glance
  • Leaderboards: top users, agents, personas
  • Provider & model mix - share and trends
  • One-click drilldowns: org → team → run
Fabrix.ai Enterprise-Wide AI Observability Dashboard

Know exactly where every dollar and token goes. Slice by model, team, user, persona, or agent - then drill into any run to understand what drove the cost.

  • KPI tiles: cost, requests, tools, tokens
  • Cost by LLM / user / persona / agent
  • Trends: volume & cost over time
  • Tokens: input vs. output, cache savings
  • Mix: provider share, agent vs. copilot, tool domains
  • Reliability: success rate, failed-run cost
  • Drilldowns: user & agent usage tables
Fabrix.ai Cost and Token Insights Dashboard

Every agent run leaves a complete trace - from the first prompt to the final action. See every tool call, every model invocation, every branch and retry, with full payload visibility and PII masking built in.

  • Persona → Prompt → Context → Tools → LLM → Result
  • Payload view with redaction & PII masking
  • Retries, fallbacks, branching and loops
  • Latency breakdown per step - exportable traces
Fabrix.ai AI Interaction Flow Tracer

Make every AI decision transparent, auditable, and defensible. Every run includes a complete decision trace - reasoning chain, tool calls, evidence, and policy checks - so you can explain any outcome to any stakeholder.

  • Chain of thought and full reasoning trace
  • Tool call log with parameters and returned outputs
  • Prompt & context snapshots - full LLM input/output view with redaction
  • Run metadata: model, version, MCP tools, persona & scopes
Fabrix.ai AI Explainability Dashboard

Don't guess which model is best for your use case - prove it. Run side-by-side model evaluations on your own data and rank quality, cost, and reliability before you deploy.

  • A/B/C tests per use case
  • Metrics: accuracy, factuality, coherence, safety
  • Ops: tool calls, latency, tokens, $/result
  • Human ratings + ground-truth scoring
  • Leaderboards, recommendations, audit reports
Fabrix.ai Model Evaluators

The Platform Powering Production AI Agents

Use out-of-the-box agents, customize them for your workflows, or build your own — all powered by shared governance, observability, enterprise data, tools, and context.

Trusted by Enterprises

See how customers are using Fabrix.ai
to unify data, automation, and AI agents.

“In one week, Fabrix.ai delivered more Agentic AI than others have in months.”

That’s not marketing language - it’s execution. There’s a big difference between talking about agentic AI and actually delivering it. Our teams build real, production-grade agents that drive outcomes - not just whiteboard concepts.

Audie Murphy · VP of Technology, Significance, Inc

Enterprise-grade security,
built in - not bolted on

Fabrix.ai SOC 2 Certified

SOC 2 certified, deployable on-prem or in your private cloud. Role-based access, full audit trails, and guardrails on every agent interaction.

  • Role-Based Access
  • Full Audit Trails
  • Guardrails Built In
Read the security overview

NVIDIA Inception
Program Member

Covering all deployment needs

NVIDIA Inception Program - Fabrix.ai

Agents run natively on your NVIDIA GPUs - on bare metal, private cloud, or hosted endpoints.

  • Bare metal
  • Private cloud
  • NVIDIA-hosted
Learn about our NVIDIA integration

How to Build a Business Case for AIOps in your Organization?

AIOps Operating Model & Its Economic Benefits

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Fabrix.ai in Media

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Fabrix.ai's Enterprise-grade Agentic AI Platform
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Fabrix.ai 5G Observability

Recognized by Leading Analyst Firms

For Observability, AIOps & GenAI