Petabytes of CDRs, network logs, and subscriber data. Mandatory to retain. Expensive to store. Dangerous to hold.
RNDA encodes at the edge and discards the originals. Compliance met at a fraction of current cost. The raw data that creates liability stops existing.
Request a Telecom POC →The Problem
Carriers store petabytes of raw network traffic, call records, and subscriber data for analytics, compliance, and fraud detection. Every stored packet is a regulatory liability. Raw CDRs and voice recordings create compounding CPNI and GDPR exposure with every retention day.
How RNDA Solves It
Network traffic classification without packet retention
Real uncompressed PCAP traffic encoded to 256-byte signatures — HTTP, HTTPS, DNS, SSH all discriminate cleanly. Discrimination gap 1.049. Traffic is classified and discarded. No raw packets in the system.
Voice storage at 547x compression
Real audio files encoded at 547x compression with 0.95 discrimination gap. Voicemail, call recordings, IVR audio — all encodable and discardable. Raw audio never retained.
Subscriber behavior fingerprinting
Proven on 7,043 real subscriber profiles across 21 service dimensions. Discrimination gap 0.970. Find similar subscribers for churn prediction, upsell targeting, and capacity planning — without raw CDR retention.
CPNI compliance by design
Customer Proprietary Network Information that never exists in raw form cannot be misused. Signatures carry behavioral meaning without carrying personal call data.
How RNDA Applies
Storage Elimination
CDR and signaling logs compressed 5.8x, packet captures at 169x, voice data at 547x. A mid-size carrier storing 800 TB/year saves ~$183K/year — regulatory retention periods at a fraction of current cost, eliminating the trade-off between compliance and storage budget.
Privacy Protection
Customer call metadata — numbers dialed, locations, call durations — is encoded such that raw CPNI cannot be reconstructed. GDPR, CCPA, and telecom-specific privacy regulations are satisfied by architecture. Customer Proprietary Network Information that never exists in raw form cannot be misused.
Compliance Management
EU, US, and APAC regulators mandate 12–24 months of CDR retention. RNDA enables carriers to meet retention windows at a fraction of current cost, with auditable compressed-record retrieval. Compliance requirements no longer drive infrastructure costs.
Intelligent Retrieval
Network operations and fraud teams query compressed CDR archives by subscriber, cell tower, time window, or call pattern without staging full log volumes. Proven on 7,043 real subscriber profiles across 21 service dimensions — discrimination gap 0.970. Fraud detection latency from hours to seconds.
Collaborative Intelligence
MVNO partners and lawful intercept authorities receive scoped access to RNDA-indexed records without carriers exposing full raw CDR databases. Mandatory data-sharing workflows without full database exposure — the minimum necessary data, always.
Storage Impact
Industry stat: Mid-size carriers with 10 million subscribers generate ~800 TB/year in CDR and network log data; regulatory mandates require 6–24 months of CDR retention (Gigasheet / Qoli.ai)
800 TB × 20% × $276/TB ÷ 5.8x compression (CDR/network logs)
800 TB carrier saves ~$183K/year — 5.8x RF compression, 169x on PCAP captures, 547x on voice data all proven
Proof of Concept Results
Real data. Measured numbers. No synthetic results.
Source: Real PCAP captures + IBM subscriber data
What Becomes Possible
"A carrier encodes network traffic at the edge in real time. Raw packets are discarded before reaching the core network. 256-byte signatures flow to the analytics platform. Traffic anomalies surface via similarity search. No raw packet store exists to breach."
Ready to see it on your data?
Every number on this page came from a real POC. Yours will be built the same way — against your actual data type, measured compression, real query latency.
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