NeuronX AI Layer
Understanding and optimizing the network, not just watching it
NeuronX’s AI layer simplifies amplifier installation and alignment processes by automating previously manual work which relied on skilled engineers and required multiple site visits. Integrating real-time CMTS and modem data, NeuronX runs continuous analyze-and-adjust cycles for signal quality and receive levels across all CMTS-connected modems.
Automatic level alignment
NeuronX adjusts amplifier attenuators and equalizer settings automatically to hit target modem receive-quality thresholds. This removes labor-intensive manual balancing that is traditionally hard to scale.
Automatic ingress solver
The AI ingress module makes precise upstream adjustments to localize ingress noise down to the exact leg of the cascade. As it mitigates the impact through interim rebalancing to preserve service for the majority of users, a technician ticket is generated for further investigation. In some cases, it is possible to resolve issues entirely through remote, automated adjustment, eliminating truck roll altogether.
Bounded, traceable control
Every action is logged with full telemetry history. Operating within set action limits, the system checks data provenance and keeps technicians aware of network-wide changes. This allows a clear escalation processes when required in place of estimation. Operators can pace adoption by starting with visibility and alarms, with the option to activate AI optimization once the operational case is proven.
Features
- Removes labor-intensive, time-consuming manual balancing
- Automatic DS/US level alignment against modem receive-quality targets
- AI ingress solver that localizes noise to exact leg of the cascade
- Automated ticket generation and technician alerts
- Interim mitigation to preserve service quality while a fix is scheduled
- Remote, automated fault resolution
