Predictive AI for Infrastructure Failures: From Risk Mapping to Field Response - David Ng
- Katherine Sims

- Jul 23
- 1 min read
Updated: Jul 28
Monday, October 6 | 10:00 AM – 10:45 AM
Presented by David Ng, AlphaK Holdings
Educational Session #1 at the EGSA Fall 2025 Conference dives into how predictive AI and advanced monitoring technologies are transforming the way we prevent and respond to infrastructure failures. David Ng of AlphaK Holdings will explore the powerful intersection of data, AI, and operational resilience.
This session highlights how analyzing historical outage reports, equipment logs, and real-time performance data can identify vulnerabilities before disaster strikes. From risk mapping and early failure detection to automated field triage and response prioritization, AI is changing the game for engineers and operations teams alike.



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