Validation
Evidence before deployment
Velorona is validated against real signal conditions before any operational step — not benchmarked against synthetic data alone. This page describes our validation methodology.
How validation works
Controlled Real-Signal Testing
Validation runs against real network telemetry under controlled conditions, including microwave and backhaul scenarios where fragmented, delayed telemetry makes early intervention hardest to justify from raw data alone.
Lead-Time Measurement
We measure Operational Decision Lead-Time (ODLT) and Operational Lead Time (OLT) — the gap between the first meaningful deviation and the point a stable, defensible decision can be made.
False-Warning Assessment
Every qualified signal is assessed against its false-warning rate before being considered decision-grade — noise is tracked and characterized, not discarded blindly.
Operator-Defined Success Criteria
Validation success is defined jointly with the operator — the criteria that matter for a specific network, not a generic benchmark.
Historical Replay & Shadow-Mode Validation
Before any live step, Velorona is evaluated against historical data, then deployed read-only in shadow mode to confirm fit under real operating conditions — without operational risk.
Evidence
Validation in progress
W14 — Service Behavior Under Traffic Pressure
A controlled validation cycle examining service behavior under traffic-pressure conditions, part of Velorona's ongoing validation program. This report is currently under internal review and is not yet available for public download.
See related technical demonstrations on Resources →