South KoreaTechnology and telecom2025 – ongoingLG Uplus
IPTV fault prediction and proactive remediation
LG Uplus said an IPTV fault-prediction pilot reduced complaints by about 10%
Problem
LG Uplus previously investigated faults after customers complained. Diagnosing their causes required time-consuming data analysis.
Approach
LG Uplus developed a deep-learning system that analyzed IPTV device data for anomalies. It could reboot or remotely remediate devices while customers were not using them. Initial deployment covered 900,000 UHD4 set-top boxes.
Results
Takeaway
The complaint reduction came from a pilot before the broader rollout.
Categories
- Size
- Large enterprise
- Industry
- Technology and telecom
- Business function
- Production and quality
- Innovation type
- Process innovation
- AI technology
- Predictive analytics and ML
- Adoption
- Built in-house
- Evidence
- Company's own claim
Sources
Source summaries
LG Uplus described deployed IPTV anomaly detection and proactive remote actions. It reported approximately 10% fewer complaints in pilot testing and an initial rollout to 900,000 set-top boxes.
Full details are in the original sources.
