Predictive AI for Failure Avoidance
This is the core capability: using our AI engine to predict hardware degradation before service impact occurs. By analyzing patterns across multiple data sources, AxIn transforms reactive maintenance into proactive infrastructure optimization.
Proactive Prediction
Correlates data from EMS, weather feeds, and granular hardware sensors to forecast component failure or performance decay before service disruption occurs.
Actionable Insights
Generates prioritized tickets that include predicted root cause analysis, significantly reducing mean time to identify (MTTI) and accelerating resolution workflows.
AI-Driven Correlation
Automatically links disparate alarms across multiple stations (e.g., STN-02, STN-05, STN-09), identifying a single underlying satellite-related issue rather than treating symptoms.
Live AI Triage & Insights Feed
Site(s) Affected
STN-02, STN-05, STN-09
AI Model/Bot
Coresolve AI Bot
Cross-Station Correlation: High Packet Loss
AI Finding: AI has automatically linked minor packet-loss alarms from 3 separate stations. This pattern is 95% consistent with an upstream satellite (G-2A) hand-off issue.
Recommended Action
Open Tier-2 Network Ticket for G-2A.
Site(s) Affected
STN-04
AI Model/Bot
Battery BOT
Predicted UPS Failure
AI Finding: This model has detected SOH degradation on UPS-B. The unit's charging cycle is 30% shorter than its peers, indicating an imminent battery cell failure within 7-10 days.
Recommended Action
Schedule proactive maintenance.
Site(s) Affected
STN-07
AI Model/Bot
Anomaly Detection Engine
Anomalous RF Signal Detected
AI Finding: A non-standard, low-power carrier signal has been detected on a guard band frequency. This does not match any known satellite or terrestrial transponders.
Recommended Action
Flag for RF engineering review.
AI Model & Bot Status
Antenna/RF Chain Prediction
Continuous Learning & Pattern Detection
Coresolve AI Bot
Data-to-Decision Intelligence
Battery BOT
AI Bots / Agents
Equipment Lifecycle Management
AI-Driven Self-Optimization (ESON)
Signal Interference Detection
Anomaly Detection
Ground Sensor Failure ID
Pattern Detection