AI Substation Cyber Protection
The Problem
“Detect and stop substation cyber intrusions faster”
Organizations face these key challenges:
Limited OT visibility and inconsistent logging across legacy relays, RTUs, and vendor systems, making it hard to reconstruct events and identify root cause
High alert volume and low signal-to-noise from signature/rule-based tools, leading to missed or delayed detection of stealthy or novel attacks
Operational constraints (uptime, safety, compliance) restrict patching and active scanning, leaving long-lived exposures and configuration drift
Impact When Solved
Real-World Use Cases
AI in Energy Industry: Smart Grid Optimization and Energy Management
This is like giving the entire power system—power plants, grids, and large customers—a real‑time ‘autopilot’ that constantly predicts demand, reroutes electricity, and tunes equipment so you use less fuel, waste less energy, and keep the lights on more reliably.
AI Grid Congestion Management
This AI helps optimize the layout of power grids to reduce congestion without increasing costs or carbon emissions.