Velorona.ai
See degradation earlier. Act before escalation.
Velorona helps telecom operators reduce avoidable incident cost by detecting service degradation earlier from existing read-only network telemetry.
The Operational Problem
A network can appear calm while degradation is already developing beneath conventional thresholds.
How Velorona Works
From existing telemetry to earlier investigation
- 01 Observe existing telemetry
- 02 Qualify persistent degradation
- 03 Support earlier investigation
Deployment Model
Read-only, out-of-band, operator-controlled
Read-Only
Never issues commands to the network — observes only.
Out-of-Band
Runs outside traffic and control paths, with zero impact on live operations.
No DPI
Works from existing telemetry — no deep packet inspection required.
No PII
Operates on network operational signals, not personal or subscriber data.
Historical Replay
Evaluated against historical data before any live deployment step.
Shadow Mode
Deployed read-only in shadow mode, fully operator-controlled throughout.
Validation
Controlled, real-signal testing
Real-Signal Testing
Controlled validation using real network signals — including microwave and backhaul scenarios — rather than synthetic data alone.
Lead-Time & False-Warning Assessment
Validation methodology built around two questions: how much earlier can a real condition be surfaced, and how often is a warning wrong — measured against operator-defined success criteria.
Pilot Path
From historical evidence to operational proof
- 01 Historical Replay
- 02 Shadow Validation
- 03 Pilot Scope
- 04 Operational Evidence
Selected Product Updates
Recent platform progress
Velorona.ai — Edge-to-Cloud Intelligence for Telecom Resilience
A unified Edge-to-Cloud intelligence architecture — live edge execution, cloud-scale forecasting, and full platform monitoring in one coordinated layer.
Read more →Orchestration Milestone — System-Level Validation
Unification of edge execution, cloud intelligence, and platform monitoring into a single, coordinated operational layer — validating system-level scalability beyond isolated models.
Read more →W14 Validation Report — Service Behavior Under Traffic Pressure
Controlled real-signal validation evidence examining service behavior under traffic-pressure conditions, part of Velorona’s ongoing validation program.
Read more →