Ontologies for Telecommunications
From network fault detection to fraud prevention — connect OSS, BSS, and subscriber data into a unified semantic layer that enables agentic operations and real-time graph analytics.
The Problem
Drowning in Fragmented Data
Network topology, subscriber records, billing systems, OSS, and BSS all live in separate silos. Engineers lack a unified view to correlate network events with customer impact, making root cause analysis slow and incident response reactive.
Reactive Operations
Without connected intelligence across network, service, and customer data, operations teams fight fires rather than prevent them. Cascading failures propagate undetected, SLA breaches occur before anyone can intervene, and troubleshooting requires days of manual correlation.
Lost Revenue & Poor Experience
Fraud goes undetected across subscriber and billing graphs, churn signals are buried in disconnected data, and 5G monetization opportunities remain unrealized because the infrastructure to connect network performance with customer value simply doesn't exist.
The Ontology Advantage
Improve Network Performance
- Root cause analysis reduced from days to minutes — link alarms, topology, and configuration data into one diagnostic view
- Predict faults before they impact customers using real-time event correlation across the full network topology
- Align capacity investment to traffic patterns, usage forecasts, and SLA commitments with full data lineage
- Autonomous network operations: automated fault detection, triage, and resolution powered by natural language queries
Drive Customer Growth
- Match customers to plans and bundles using unified usage, preference, and lifecycle signals in real time
- Identify at-risk subscribers early — connect network quality degradation with billing and behaviour signals before they churn
- Automate next-best-action across care, sales, and digital channels with consistent, explainable logic
- Measurable NPS and churn improvement through proactive incident resolution before customers are impacted
Protect Revenue
- Connect billing, network, and usage data to detect revenue leakage and reconciliation gaps before they compound
- Identify SIM swapping, interconnect bypass, and subscription fraud across accounts and services in real time
- Graph-level pattern mapping detects fraud rings faster than any rule-based or ML-only system
- Automate regulatory reporting and documentation across licencing and data obligations in every market
Reduce Operational Costs
- 5G slice optimisation with real-time SLA breach prediction and automated response — no manual intervention required
- Digital twin simulation: ontology-powered network models for capacity planning and disruption scenario analysis
- Agentic workflows trigger autonomously when ontology conditions are met — reducing specialist operations overhead
- Zero data migration — connects OSS, BSS, and telemetry data in place on Snowflake, Databricks, or AWS
Get Started in One Session
Every implementation is tailored to your unique challenges.
From Our Happy Customers
Prometheux is a Trusted Knowledge and Decision Intelligence platform. Imagine being able to define concepts connected to any source and orchestrate these to solve complex business challenges. In the age of AI and LLMs, Prometheux is a critical tool to ensure decisions are made with proper context, transparency and explainability.
Generative AI without ontologies is an engine without a road. Prometheux builds the road.
Prometheux is more than just technology; it is a catalyst for fact-based decision-making. The ability to query heterogeneous databases through a flexible ontology makes it possible to infer deep knowledge and automate complex tasks, delivering trustworthy insights that far exceed the capabilities of traditional systems.
With Prometheux, we achieved a speed-up of over 250% on critical tasks involving complex reasoning over knowledge graphs with hundreds of millions of nodes and billions of edges. In the financial domain, where timeliness and analytical depth are both essential, this level of performance improvement significantly enhances our ability to extract insights, manage risk, and support data-driven decision-making at scale.
Prometheux enabled us to build a system that can access our databases, process all the client’s historical variables, and provide an intelligent, understandable explanation autonomously.
Prometheux is a Trusted Knowledge and Decision Intelligence platform. Imagine being able to define concepts connected to any source and orchestrate these to solve complex business challenges. In the age of AI and LLMs, Prometheux is a critical tool to ensure decisions are made with proper context, transparency and explainability.
Generative AI without ontologies is an engine without a road. Prometheux builds the road.
Prometheux is more than just technology; it is a catalyst for fact-based decision-making. The ability to query heterogeneous databases through a flexible ontology makes it possible to infer deep knowledge and automate complex tasks, delivering trustworthy insights that far exceed the capabilities of traditional systems.
With Prometheux, we achieved a speed-up of over 250% on critical tasks involving complex reasoning over knowledge graphs with hundreds of millions of nodes and billions of edges. In the financial domain, where timeliness and analytical depth are both essential, this level of performance improvement significantly enhances our ability to extract insights, manage risk, and support data-driven decision-making at scale.
Why Prometheux?
The only data engine that makes ontologies operational
Works across your existing infra. No migrations. No GraphDBs
Exponential speed gains, minutes not months
Deterministic, auditable, compliance-ready
Purpose-built for deterministic agentic workflows you can trust
Transparent by design
Power Up Your Stack in 1 Click.
Deploy on your existing infrastructure. Run workloads natively on your existing compute, entirely within your environment with our native integrations.
Resource Center
Perspectives on our customers, future of data, AI, and ontologies.
Driving measurable uplift through intelligent, real-time product recommendations.
Prometheux brings ontology-based data processing directly on Snowflake.
Transforming credit risk analysis from 17 minutes to 5 seconds.
