AI-Driven Telco Service Assurance & Automation Solution
Path to Autonomous Network Operations
Fabrix.ai helps telecom companies shift from AI-assisted workflows to fully autonomous, self-healing networks.
65% of Tier-1 CSPs will have implemented AI agents aiming for autonomous network operations by 2028, up from fewer than 5% in 2025.
A New Era of AI Agents
The conversation at MWC has shifted. It’s no longer about whether AI can help, but it’s about how fast Tier 1 Service Providers can operationalize AI to drive measurable impact.
At Fabrix.ai, we aren't just showing demos. We are currently in production with Multiple Tier 1 Telcos across North America and the Middle East, managing millions of subscribers and automating complex, cross-domain workflows.
Why Telcos are Partnering with Fabrix.ai:
- Going Beyond Dashboards: Don't just visualize problems; solve them. Our Agentic AI moves from "showing insights" to "taking autonomous action."
- Reduce Mean Time to Repair (MTTR): Use intelligent reasoning to diagnose and resolve incidents across RAN, Core, and Transport layers in minutes, not hours.
- Eliminate Operational Silos: Bridge the gap between NetOps, SecOps, and Customer Support with a unified AI reasoning engine.
- Proactive Network Health: Shift from reactive firefighting to predictive maintenance that preserves the subscriber experience before it dips.
Telecom AI Platform (TAP)
Telecom AI Platform (TAP) - Observability
AI Agents
for ITOps, NOCOps, SecOps, BizOps
What Makes Fabrix.ai Different?
Agentic AI in Production
Not a pilot. Not a proof of concept. Tier 1 providers in North America and the Middle East are running Fabrix.ai at scale, serving millions of subscribers.
Purpose-Built for Telco
Our platform is designed around Telco data models, network protocols, and operational workflows — not retrofitted from generic enterprise software.
Unified Data + AI Foundation
Our Data Fabric and Agentic AI Platform work together: ingest any data source, enrich it in real-time, and let agents act on it autonomously.
Multi-LLM, Model-Agnostic
We don’t lock you into a single AI model. Fabrix.ai works across LLMs, so you stay in control of your AI strategy.
Enterprise-Grade Governance
Security, role-based access, audit trails, and AI observability built in from day one.
Telco Supported AI Agents
Fabrix.ai helps telecom companies shift from AI-assisted workflows to fully autonomous, self-healing networks.
Anomaly Detection Agent
Automatically learns operational baselines from metric and log data to detect and flag anomalous behavior in real-time.
Auto-Remediation Agent
Executes safe, pre-approved remediation actions via runbooks and APIs, ensuring stability with human-in-the-loop oversight.
Root Cause Analysis Agent
Research the root cause of a networking issue within a given time frame and provide a recommendation to resolve the issue.
ACL Change Audit Agent
Continuously audits Access Control List (ACL) modifications to identify, flag, and report potentially risky rule changes.
Network Change Risk Assessment Agent
Scores the potential impact of network changes by analyzing blast radius and rollback safety to mitigate operational risks.
Network Config Compliance Agent
Evaluates network device configurations against industry best practices and vendor guidelines to ensure compliance.
Asset Capacity Insights Agent
Analyzes network port capacity and utilization to identify and flag over- or under-provisioned data center resources.
Market Wins & Recognitions
Named in the Gartner Market Trend Report
Fabrix.ai was recognized in Gartner's Market Trend: Agentic AI for CSP Autonomous Network Operations (July 2025, ID G00832895) for its multi-agent orchestration capabilities optimized for CSP multivendor and multidomain environments.
$300M network migration, 30,000+ assets
A customer conducting a major network refresh deployed Fabrix.ai on-premises. After a short pilot in the Datacenter and IT domains, the project expanded to service assurance coverage across more than 30,000 production assets.
Multiple Tier-1 Telco wins
Fabrix.ai has multiple Tier-1 telecom customers in production across North America and the APAC region, with wins attributed to its differentiated multi-protocol correlation and agentic AI automation capabilities.
Discover How a Tier-1 Service Provider Transformed their Network with
Our AI-Powered Telco Service Assurance Solution
Robert Antonyraj
Vice President | Tata Communications
Telco Service Assurance Solution
Observability, Security and Networking converging around data
Visibility
Discovery
- Full Stack Asset Discovery – 5G, Edge, O-RAN
- Application Dependency and Impact Service Map
- Topology Visualization
Compliance
- Compliance Management
- Change Management
- Vulnerability Exposure
- Lifecycle Analytics
Visualization
- Composable Dashboards
- Observability Data Lake
Insights
Enrichment
- Event/Alarm Enrichment – Topology, NLP
- Log Enrichment – CVE, GeoIP, TIP, MiTTRE
Correlation –AI/ML
- Event Correlation
- Log Correlation, Replay
Predictive Analytics – AI,ML
- Event, Log, Metrics Anomaly detection
- Fault Synthesizer
- Observability pipelines
- Composable Search
Root Cause Analysis
- Virtual War Room – RCA
Actions
Remediation
- Service Management
- ChatOps
- Anomaly Notifications
- Auto Remediation
NLP Analysis
- Recommendation Engine
- CMDB update
Composable Analytics
- Composable Services, Pipelines, Bots
Telco Service Assurance Value Proposition
Wireless Insights - Multiple DNAC Controllers
Topology Aware Network Events Correlation CDP, OSPF, BGP
Network Topology -
OSPF
