NOC engineers paste network configurations into AI debuggers. Customer care agents feed CPNI into chatbots. Product teams upload subscriber analytics to AI forecasting tools. Your OSS/BSS logs none of it. A DNS log audit does.
Telcos hold customer proprietary network information (CPNI), network architecture details and subscriber data at massive scale. Every unsanctioned AI tool creates FCC compliance violations, infrastructure exposure and competitive intelligence leakage.
NOC engineers paste router configs, firewall rules and topology details into AI tools for troubleshooting. Network architecture and security configurations reach external AI platforms.
Call centre agents feed account details, call records and billing information into AI assistants. Customer proprietary network information flows to unvetted AI vendors in violation of FCC rules.
Product teams upload subscriber usage patterns, churn models and ARPU data to AI analysis tools. Competitive intelligence and pricing strategy reach commercial AI platforms.
Engineers paste OSS/BSS code, API specs and provisioning logic into AI coding assistants. Proprietary platform code and integration details leak through AI training pipelines.
SOC analysts use AI to analyse threat data, draft incident reports and triage alerts. Network vulnerability details and incident forensics reach uncontrolled external services.
RF engineers use AI for coverage modelling, spectrum analysis and site planning. Cell-site locations, capacity data and spectrum holdings reach external AI servers.
| Requirement | Source | Shadow AI Risk | What the Audit Produces |
|---|---|---|---|
| CPNI Protection | 47 USC 222 / FCC | Customer data in AI violates CPNI rules | AI tools handling subscriber data identified |
| Network Security | NIST CSF / CISA | Network configs in AI tools create attack surface | AI services accessing network-adjacent segments |
| Data Breach Notification | FCC / State laws | AI-mediated data exposure may trigger notification | AI tools with data retention and breach risk flags |
| CALEA Compliance | 47 USC 1001-1010 | Lawful intercept details in AI tools | AI usage mapped to sensitive operational areas |
| Privacy | CCPA / State privacy | Subscriber PII in AI without consent | Vendor-by-vendor privacy assessment |
| Critical Infrastructure | CISA directives | Telco infrastructure data in foreign AI services | AI tools mapped to hosting jurisdiction |
Sample excerpt from a shadow AI audit of a regional carrier (1,500 employees, 2M subscribers).
Upload your DNS or proxy logs and get a CPNI-mapped shadow AI inventory with regulatory compliance flags.
Start Your Free Audit