Telecommunications
Govern network, customer, and operational AI as critical infrastructure.
Telecom operators apply AI to network optimization, fraud, and customer operations across vast, interconnected systems where a single model change can ripple through the estate.
Regulatory drivers
- Critical-infrastructure and resilience obligations
- EU AI Act for high-risk operational and customer-facing AI
- GDPR for subscriber data
- NIST AI RMF and ISO/IEC 42001 for assurance
The governance challenge
AI is embedded across network and customer platforms with deep interdependencies, but operators lack a unified view of how models, data sources, and services connect — making change impact and risk cascade hard to assess.
How it works in practice
An operator governs a network-optimization model and a customer-service agent in AIXYRA. The architecture graph exposes their shared data sources and hosting platforms, and risk propagation shows how a change to one upstream service cascades — so operations can act before a customer-facing incident occurs.
Illustrative scenario. AIXYRA does not imply any specific customer engagement.
Outcomes for Telecommunications
The AIXYRA capabilities behind this solution
Architecture Dependency Graphs
Interactive 6-layer dependency visualization showing relationships between agents, models, tools, data sources, platforms, and services for complete traceability.
Risk Scoring with Dependency Propagation
Automated risk assessment that propagates scores through the 6-layer architecture dependency chain, revealing how risks cascade across interconnected AI systems.
Platform & Service Catalog
Document platforms and services that host AI workloads, establishing the infrastructure layer of your governance architecture for complete traceability.
Compliance Frameworks
Map AI systems against thirteen built-in frameworks — EU AI Act, NIST AI RMF, ISO/IEC 42001, GDPR, UK GDPR, CCPA/CPRA, ISO/IEC 23894, ISO/IEC 27001, NIST CSF 2.0, SOC 2, DORA, OCC Model Risk Management, OWASP LLM Top 10 — plus custom frameworks, with automated assessments and audit-ready evidence.
Tag-Based Governance & Entity Ownership
Flexible tag-based routing for governance approvals and clear entity ownership management, enabling decentralized governance at enterprise scale.
Hybrid or self-hosted to keep subscriber and network data within operator boundaries.