How much does Fabrix.ai cost?

No public pricing; engagement begins with a proof of value through sales or partners.

What are the best alternatives to Fabrix.ai?

Based on documented capability coverage across the Agentic Index 14 point taxonomy, the closest alternatives to Fabrix.ai among enterprise operations agents are Automation Anywhere, FinOpsly, Glean, IBM watsonx Orchestrate. Each is graded on the same public evidence, and no vendor pays for placement.

Does Fabrix.ai have SOC 2, SSO and role based access control?

Full under the Agentic Index verification standard. Fabrix.ai publishes public evidence of enterprise security and identity controls, covering a compliance posture such as SOC 2 or ISO 27001, single sign on (SSO or SAML), and role based access control (RBAC). Evidence basis: The AI Fabric lets customers securely build, deploy, and manage agent lifecycles with guardrails and quality controls, and manages data and action privileges for agents. rebrand PR and fabrix.ai blog retrieved 2026-07-08. Graded from public evidence only against the Agentic Index 14 point capability taxonomy. No vendor pays for placement.

Can Fabrix.ai be self hosted or run in a private VPC?

Full under the Agentic Index verification standard. Fabrix.ai publishes public evidence of self hosted or private VPC deployment, along with data residency options for controlling where agent data is processed and stored. Evidence basis: RDAF runs on cfxCloud and can run entirely in cloud, on premises, or hybrid, extended to the edge via cfxEdge. fabrix.ai about page retrieved 2026-07-08. Graded from public evidence only against the Agentic Index 14 point capability taxonomy. No vendor pays for placement.

Does Fabrix.ai give you tracing and observability into agent runs?

Full under the Agentic Index verification standard. Fabrix.ai publishes public evidence of tracing, observability and audit logging into agent runs, so a team can see what an agent did and why. Evidence basis: Observability is a core platform pillar with agent visibility and observability named in the agentic framework, plus composable dashboards, real time topology, and application dependency mapping. fabrix.ai blog and cloudfabrix.com retrieved. Graded from public evidence only against the Agentic Index 14 point capability taxonomy. No vendor pays for placement.

Back to vendors

Fabrix.ai

Q: Who is Fabrix.ai for?

Enterprise IT operations and NOC teams, Telcos and MSPs, SRE and platform engineering teams

Also known as: CloudFabrix, RDAF, Robotic Data Automation Fabric

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Enterprise operations agentindependentVerified 2026-07-08

Entry priceContact salesFull pricing detail

Agentic AI operational intelligence platform for ITOps, NOCOps, and AIOps, built on a Robotic Data Automation Fabric with agent lifecycle management, guardrails, and seventeen hundred plus connectors.

Fabrix.ai, formerly CloudFabrix, evolved its Robotic Data Automation Fabric into an agentic operational intelligence platform for IT operations. Three fabrics work together: a Data Fabric that integrates more than seventeen hundred sources through prebuilt connectors and bots, normalizing and enriching telemetry so language models operate on curated data; an AI Fabric that orchestrates agents; and an Automation Fabric that executes actions such as opening tickets, sending notifications, and running remediations.

Users create agents from task descriptions or predefined templates, which the platform translates into a task graph of query, generation, decision, and action nodes. Lifecycle management covers review, dry run, test on sample data, scheduled or event triggered deployment, and decommissioning, with AI guardrails that keep agents on task, data and action privilege management, and agent observability and quality control as named framework components.

The company is a GigaOm AIOps Radar leader, appears in multiple Gartner agentic AI reports across AI SRE and observability, and partners with Cisco and IBM, with Tata Communications among its customers. Fabrix.ai is headquartered in Pleasanton, California, led by CEO Raju Datla, with Series A backing including Tri-Valley Ventures per Crunchbase.

Vendor details

Canonical URL

https://www.fabrix.ai

Subcategory

Agentic AIOps and operational intelligence

Funding status

Series A; Tri-Valley Ventures listed per Crunchbase, most recent round September 2024 per Crunchbase batch data

Company status

independent

Use cases & customers

Primary use cases

Alert correlation and noise reductionIncident root cause analysis and remediationReal time topology discovery and CMDB accuracyLog intelligence and telemetry pipelinesBuilding custom ITOps agents from templates

Target customers

Enterprise IT operations and NOC teamsTelcos and MSPsSRE and platform engineering teams

Deployment options

SaaS (cfxCloud)On-premHybridEdge (cfxEdge)

Integrations

More than seventeen hundred data sources via prebuilt connectors and bots; bidirectional ITSM integration that keeps CMDBs current; partnerships and integrations with Cisco (AppDynamics, ThousandEyes, Intersight) and IBM (Instana, Turbonomic); telemetry pipeline routing to multiple destinations.

In practice

A NOC team correlates and deduplicates events from disparate monitoring tools into actionable alerts, as Tata Communications describes, cutting analyst noise

An SRE describes a remediation task in plain language; the platform builds a task graph, the team dry runs and tests it, then deploys it on an event trigger

An enterprise uses real time topology discovery and bidirectional ITSM sync to keep its CMDB an accurate source of truth as agentic workflows multiply

Sources & related URLs

Research sources

https://www.fabrix.ai/ https://fabrix.ai/blog/introducing-agentic-ai-platform-by-fabrix-ai/ https://www.fabrix.ai/newsroom/press-release/cloudfabrix-rebrands-to-fabrixai-pioneering-the-next-era-of-ai-agents-driven-itops-solutions/ https://thecuberesearch.com/fabrix-ai-agentic-ai-it-operations/

Agentic Index coverage score

12.0 / 14 capabilities · 86%

Integrations & Tool CallingThe Data Fabric integrates more than seventeen hundred data sources through prebuilt connectors and bots, with bidirectional ITSM integration and partner integrations across Cisco and IBM tools. thecuberesearch.com analysis and fabrix.ai homepage retrieved 2026-07-08.	Full
Workflow OrchestrationThe AI Fabric is an agent driven distributed orchestrator executing task graphs of query, generation, decision, and action nodes, with the Automation Fabric performing actions like ticketing and remediation. fabrix.ai blog and rebrand PR retrieved 2026-07-08.	Full
Knowledge Grounding & RAGThe data fabric normalizes and enriches telemetry with semantic overlays so language models operate on curated, contextualized data, explicitly reducing hallucination risk versus plain RAG. thecuberesearch.com analysis retrieved 2026-07-08.	Full
Human Oversight & GuardrailsAI Guardrails ensure agents adhere to the defined task and do not deviate, with data and action privilege management for agents and review and dry run steps before deployment. fabrix.ai blog and rebrand PR retrieved 2026-07-08.	Full
Security, Identity & GovernanceThe AI Fabric lets customers securely build, deploy, and manage agent lifecycles with guardrails and quality controls, and manages data and action privileges for agents. rebrand PR and fabrix.ai blog retrieved 2026-07-08.	Full
Observability & AuditabilityObservability is a core platform pillar with agent visibility and observability named in the agentic framework, plus composable dashboards, real time topology, and application dependency mapping. fabrix.ai blog and cloudfabrix.com retrieved 2026-07-08.	Full
Memory & State PersistenceThe data fabric maintains curated operational state and topology, and agentic anomaly detection adapts and learns from past anomalies; a dedicated agent memory layer is not separately documented. fabrix.ai blog retrieved 2026-07-08.	Partial
Deployment & Data ResidencyRDAF runs on cfxCloud and can run entirely in cloud, on premises, or hybrid, extended to the edge via cfxEdge. fabrix.ai about page retrieved 2026-07-08.	Full
Prebuilt Agents, Templates & PacksUsers create agents from predefined templates or new task descriptions, and the platform ships prebuilt connectors, bots, and composable services, dashboards, and pipelines. fabrix.ai blog and cloudfabrix.com retrieved 2026-07-08.	Full
Triggers & Channel CoverageAgents deploy on a schedule or triggered by events, action nodes trigger other agents, and telemetry pipelines route data across multiple destinations. fabrix.ai blog retrieved 2026-07-08.	Full
Model Flexibility & RoutingThe AI Fabric integrates with disparate large and small models and curated datasets to drive agentic workflows, using reasoning LLMs as a named framework component. rebrand PR and fabrix.ai blog retrieved 2026-07-08.	Full
APIs, SDKs & MCP ExtensibilityA low code and no code platform with composable pipelines and bot based architecture supports extension; a formal public API, SDK, or MCP interface is not detailed on retrieved pages. cloudfabrix.com and fabrix.ai blog retrieved 2026-07-08.	Partial
Testing, Debugging & OptimizationAgent lifecycle management documents review, dry run to simulate without execution, test on sample data for limited iterations, deploy, and decommission, plus a named agent quality control and assurance module. fabrix.ai blog retrieved 2026-07-08.	Full
Browser & Computer UseNo browser or computer use capability documented; agents act through the data and automation fabrics. fabrix.ai pages retrieved 2026-07-08.	Unable to verify

The Agentic Index coverage score grades every vendor Full, Partial or Unable to verify against the same 14 buyer facing capabilities, from public evidence only. Each capability links to how all vendors in the index score on it. How this evidence is graded

Recent platform changes

2026-07-06·Security / enterpriseVerified

Fabrix.ai introduced 'vX' (Vibe Coded User Xperience), an enterprise-grade execution foundation for AI-generated applications. The update delivers built-in single sign-on (SSO), high availability, geographic disaster recovery, full observability, and token spend optimization for deployed agents.

Bears on: Security / enterprise

View source

View all 1 change for Fabrix.ai →Tracked since Jul 2026 · Verified from public vendor sources

Pricing

Contact sales

likely data volume or monitored nodes; not published

What is public

Product capabilities, deployment options, and the proof of value motion are public; commercial terms are not.

Billing mechanics

Not publicly documented; proof of value then contract via sales or partners.

Cost watchouts

Likely priced by data volume or monitored footprint; deployment model (cfxCloud, on premises, hybrid, edge) affects the quote; partner led deals may bundle differently.

Variable cost rationale

Enterprise AIOps platforms typically price by data ingestion volume, hosts, or nodes monitored, which scales with the deployment footprint; no metering is published, so exposure is inferred from the category.

Additional watchouts

Enterprise procurement with partner channels; expect data volume or node based pricing typical of AIOps.

Sales call required

Yes, required for paid access

Free / trial

Proof of value engagement via sales or partners; no self serve tier documented

Key ambiguities

Pricing axis and figures are entirely unpublished; deals often route through Cisco or IBM partnerships.

Missing data

All pricing figures, billing axis, trial terms.

Agentic Index verified 2026-07-08

Official pricing page

Related vendors

Alternatives to Fabrix.ai

The closest documented capability profiles to Fabrix.ai among enterprise operations agents tracked by Agentic Index, ordered by similarity on the same 14 point evidence the rankings use. No vendor pays for placement.

Automation Anywhere13.0 / 14Adds documented Browser & Computer Use
FinOpsly11.0 / 14A lighter documented profile than Fabrix.ai
Glean12.0 / 14Fuller documented coverage on APIs, SDKs & MCP Extensibility
IBM watsonx Orchestrate12.0 / 14Fuller documented coverage on APIs, SDKs & MCP Extensibility
ketteQ11.0 / 14A lighter documented profile than Fabrix.ai
Obin AI12.0 / 14Fuller documented coverage on Memory & State Persistence

Similarity is computed from each vendor's Agentic Index coverage score evidence, axis by axis, not from the totals. How this evidence is graded

Compare Fabrix.ai with other vendors →Compare all enterprise operations agents →See where Fabrix.ai ranks →

Data confidence: high

Head to head

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